Articles
Cordial Catholic, K Albert Little
A Catholic Convert Weighs in On the BEST Part of Catholicism! #shorts
KW Predatory Volley Ball
Congratulations Lauren Paiva-Schill
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Read full story for latest details.Tag(s): Home
KW Predatory Volley Ball
Congratulations Jack Dash. Canada Cup Team Ontario White
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Elmira Advocate
WATERLOO REGION'S CREDIBILITY CONTINUES TAKING HITS
Wow! Today's K-W Record advises us that our vaunted LRT (Light Rail Transit) is having more than teething pains. The lawsuit by GrandLinq is for $110 million. That's a chunk of change . Regardless of who's right, who's wrong and whether or not we taxpayers yet again end up on the hook; it tends to make us at the very least ask the question: "Are we getting value for money in our political governance?" Or do we have a lot of dead wood on regional council who are simply literally bums in chairs pretending to be administrators and managers of the public interest? Is it possible that half or more of them simply show up in order to receive their pay cheques with absolutely no concern for the issues or the public interest? It has been said that the greatest and most important skill of a politician is their acting abilities. Pretending to care and pretending to want to resolve problems and disputes would seem beneficial in giving hope and confidence to citizens and residents.
If and when the entire truth is exposed around the destruction of our fabulous water resources; I predict there will be a wholesale abandoning of the ship of state. Politicians may quickly decide that early retirement sure beats being shamed and harassed into resigning mid term. I predict that as early as tomorrow or as late as the August 21 deadline for registering to run in this fall's municipal election; many rats will give varying excuses for stepping down.
The Region have most recently mistreated Wilmot residents both with the still surreptitious huge land grab as well as the refusal to acknowledge well interference even after breaking the 1980 agreement with Wilmot over the Wilmot Centre Wellfield pumping. They have also broken faith with Woolwich (Elmira) residents for the last 36 years regarding our contaminated local aquifers caused by both private, industrial greed and negligence as well as by provincial oversight gross failures. The Region's day of reckoning is overdue.
Aquanty
HGS RESEARCH HIGHLIGHT – Modeling a geologically complex volcanic watershed for integrated water resources management in Mt. Fuji, Japan
Musy, S. L., Dresmann, H., Tomonaga, Y., Sano, Y., & Schilling, O. S. (2025). Modeling a geologically complex volcanic watershed for integrated water resources management in Mt. Fuji, Japan. Scientific Data, 13 (1). doi.org/10.1038/s41597-025-06380-z
CLICK HERE TO READ THE ARTICLE.
“Although HGS supports both finite element and finite difference methods, the present model was developed using the finite element approach. Accordingly, mesh generation was carried out with the finite element mesh generation software AlgoMesh using line and polygon vector files as input. The catchment contours, resampled at a 400 m resolution, define the outer extent of the mesh.”— Musy, S. et al., 2025 ♦
Fig. 4. Set up for the integrated hydrogeological model of Mt. Fuji catchment (Japan); (a) Elemental zones in the porous medium domain, corresponding to the different hydrofacies in Table 1, as well as the lake and riverbeds (RB) and fault elements, corresponding to the lake and river beds, resp. to the fault zone; (b) Elemental zones for the overland flow domain, corresponding to the categories in Table 3; (c) Model boundary conditions: blue diamonds represent the critical depth boundary conditions for the surface domain in the Suruga Bay area, on the river outflows and on the catchment contours. The Fuji River Termination (SW) and Kise River effluent (SE) are set to no-flow boundary conditions (red spheres). The green boxes represent the fixed head for the subsurface domain in the Suruga bay area, and to the river elevation in the North and East outlets (not visible from this point of view). For the lateral subsurface boundaries for which no other boundary conditions are indicated, as well as for the base of the model, no flow conditions were imposed (not shown).
This publication presents a three-dimensional geological and integrated hydrological modelling dataset developed for the Mt. Fuji volcanic watershed in Japan. This study leverages HydroGeoSphere (HGS) to simulate coupled surface–subsurface flow and transport processes in a geologically complex volcanic catchment, addressing long-standing challenges in representing groundwater flow pathways and hydrologic interactions in structurally heterogeneous mountain environments. The resulting dataset provides a physically consistent modelling framework to support interdisciplinary water resources research and scenario-based hydrologic simulations.
Hydrologic analyses in volcanic terrains are often limited by sparse subsurface observations and simplified conceptual representations of hydrofacies structure. While geological datasets and monitoring networks provide valuable constraints, they rarely capture the full complexity of fractured volcanic aquifers and fault-controlled flow systems. By integrating stratigraphic interpretation, hydrofacies mapping, land-cover parameterization, and numerical mesh development within a HydroGeoSphere modelling workflow, this research establishes a catchment-scale framework capable of representing interactions between surface water, groundwater, and vegetation processes under realistic boundary conditions.
The study applied the HGS model to the Mt. Fuji watershed using a structured workflow that combined geological cross-sections, borehole data, hydrofacies surfaces, and land-use datasets to construct a three-dimensional representation of subsurface structure and hydrologic properties. Simulations successfully reproduced major surface-water features while capturing groundwater flow behaviour across contrasting aquifer thicknesses separated by regional fault systems. Results demonstrated that even a computationally efficient model configuration could reproduce realistic hydrologic system behaviour while supporting sensitivity analyses and scenario-based simulations for future research applications.
Key findings showed that integrated geological–hydrological modelling provides a robust foundation for evaluating groundwater dynamics in volcanic catchments, where structural uncertainty and limited calibration data often restrict predictive modelling efforts. The dataset enables further investigation of fault-controlled flow discontinuities, hydrofacies uncertainty, and climate-driven hydrologic variability within a unified modelling framework designed for extension through automated calibration and scenario testing.
HydroGeoSphere proved essential in enabling this work due to its ability to simulate fully integrated surface flow, variably saturated subsurface flow, discrete fracture flow, vegetation–land–water interactions, density-dependent transport, and winter hydrological processes within a single modelling platform. These capabilities allowed the researchers to construct a catchment-scale representation of the Mt. Fuji hydrologic system that captures the multi-process complexity characteristic of volcanic watersheds.
This research provides critical insights for integrated watershed modelling and groundwater resource assessment in geologically complex regions, demonstrating that advanced modelling approaches like HydroGeoSphere can support the development of reproducible, extensible hydrologic datasets for interdisciplinary research and long-term water management planning.
Abstract:
This dataset provides high-resolution 3D geological and integrated hydrological models of Mt. Fuji watershed in Japan. The watershed’s complex volcanic and tectonic setting, large spatial extent, and limited subsurface data present significant challenges for integrated hydrological modeling. Diverse geological datasets – borehole logs, geological maps, and hydrofacies surfaces – were collected, processed, and used to construct and validate a 3D geological model suitable for integrated hydrological simulations. Building on this, a 3D numerical model for integrated hydrological simulations was constructed. The repository includes 3D hydrofacies surfaces in raster format, numerical mesh files, and input configurations necessary to run simulations with the integrated surface-subsurface hydrological simulator HydroGeoSphere. The preparation of heterogeneous geological data, construction of hydrofacies surfaces, generation of the numerical mesh, and setup of the integrated hydrological model are described in a streamlined, reproducible workflow suited for volcanic contexts and transferable to other geologically complex or data-limited regions. These resources are intended to reduce trial-and-error iterations and support further research in groundwater assessment, model calibration, climate impact studies, and hazard mitigation.
CLICK HERE TO READ THE ARTICLE.
James Davis Nicoll
All My Dreams / The Last of the Deliverers By Poul Anderson
Poul Anderson’s 1958 “The Last of the Deliverers” is an economic science fiction story.
Uncle Jim is the town’s beloved eccentric, a lingering reminder of an era fading into history and myth.
Uncle Jim is a Republican. He might be the last Republican in Ohio. Or possibly, the United States of America. Or the world.
…
The Backing Bookworm
Her Last Goodbye
This second book in the Morgan Dane series is a blend of suspense with a touch of romance and familial drama. The story centres around Chelsea, a young mother who suddenly disappears. Her husband becomes the prime suspect, and he hires Morgan to prove his innocence and with the help of her investigator boyfriend, Lance Kruger, they desperately try to find Chelsea before it's too late.
Leigh doesn't waste any time pulling her readers into tense and chilling abduction scenes. There were some red herrings to keep readers guessing and a bit of a lull for me in the middle, but the story wraps up with a satisfying (if a bit rushed) conclusion
This series, like Melinda Leigh's Bree Taggert series, showcases relatable and resilient female characters and are a great blend of crime, mystery and a bit of romance and family drama. That said, I think the Taggart series is stronger with character development and tension.
My Rating: 3.5 starsAuthor: Melinda LeighGenre: ThrillerSeries: Morgan Dane 2Type and Source: ebook, personal copyPublisher: MontlakeFirst Published: Sept 26, 2017Read: June 25-30, 2026
Book Description from GoodReads: Wall Street Journal bestselling author Melinda Leigh’s Morgan Dane series continues as the fearless attorney and her partner, investigator Lance Kruger, take on a disturbing disappearance…
Young mother Chelsea Clark leaves the house for a girls’ night out…and vanishes. Her family knows she would never voluntarily leave her two small children. Her desperate husband—also the prime suspect—hires Morgan to find his wife and prove his innocence.
As a single mother, Morgan sympathizes with Chelsea’s family and is determined to find her. She teams up with private investigator Lance Kruger. But the deeper they dig, the deadlier their investigation gets. When Morgan is stalked by a violent predator, everything—and everyone—she holds dear is in grave danger.
Now, Morgan must track down a deranged criminal to protect her own family…but she won’t need to leave home to find him. She’s his next target.
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Github: Brent Litner
brentlintner starred better-auth/better-auth
The most comprehensive authentication framework
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brentlintner starred nextauthjs/next-auth
Authentication for the Web.
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The Database Toolkit for Python
Python 12k 4 issues need help Updated Jul 21
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brentlintner starred sqlalchemy/alembic
A database migrations tool for SQLAlchemy.
Python 4.3k Updated Jul 20
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Open-source vector similarity search for Postgres
C 22.3k Updated Jul 11
KW Habilitation
Progress Continues at 115 University Avenue East
♦Exciting progress is underway at 115 University Avenue East as construction continues to move forward and new life returns to this important community space.
While renovations are ongoing, the site is already active in meaningful ways. Weekly market pickups and Community Supported Agriculture (CSA) pickups are bringing people together and improving access to fresh, local food. At the same time, the urban garden is thriving, continuing its legacy as a place of growth, connection, and hands-on learning.
These early activities offer a glimpse of what’s to come.
Building Toward a Vibrant Community SpaceConstruction at 115 University is progressing well, and we’re excited about the opportunities the renovated space will offer. The vision centers on creating a flexible, inclusive environment that supports a wide range of community needs.
Planned features include:
- Teaching space for skill-building and group learning
- A learning kitchen to support cooking programs, nutrition education, and shared meals
- A calming room, designed as a sensory-friendly space similar to a Snoezelen room
These additions will allow the building to support diverse programming and provide welcoming spaces for people with varying needs and experiences.
There is also strong potential to collaborate with community partners, creating opportunities to host programming that extends the impact of the space even further.
♦ A Vision Taking ShapeAs shared in our previous article, A Community Place for Everyone, 115 University Avenue has played an important role in supporting people for many years. The building has been home to day supports, horticulture activities, and social opportunities for adults with intellectual and developmental disabilities. Its gardens and flexible indoor spaces helped create opportunities for connection, routine, and meaningful participation.
Significant upgrades are now underway to improve accessibility, functionality, and comfort throughout the building. With the roof and windows already completed and interior work progressing, the space is being thoughtfully updated to better support a wider range of uses. While the building itself is not expanding, the redesigned interior will allow for more flexible programming and greater community use.
Once complete, 115 University will support a wide range of opportunities, including:
- Senior drop-in programs
- Expanded supports for adults with complex needs
- Horticulture and therapeutic programming
- On-site training and skill development
- Community events and gatherings
Thanks to a generous family donation and partial funding from the Ministry of Children, Community and Social Services, we have made strong progress. However, additional support is still needed to bring the full vision to life.
Monthly giving is a powerful way to help us finish what has begun. Ongoing donations provide reliable support that allows us to plan, build, and open our doors to the community.
♦ Learn more about monthly giving and support the project:
kwhab.ca/monthly-giving/
Every contribution brings us closer to reopening this space!
Looking AheadAs construction continues and the gardens grow, we’ll keep sharing updates, stories, and ways to get involved. The momentum is building, and the future of 115 University Avenue East is full of possibility.
Together, we are creating a place where everyone feels welcome, connected, and supported.
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The post Progress Continues at 115 University Avenue East appeared first on KW Habilitation.
KW Habilitation
People with Lived Experience Building Leadership Skills
The Experts in Lived Experience Council is beginning to take shape as a meaningful and empowering part of KW Habilitation’s future.
In its early stages, the Council is bringing together people who draw on their own lived experience to guide conversations, share insights, and build confidence in using their voices. It’s a space where people can grow as leaders, learn from one another, and explore how their perspectives can influence change. Through regular meetings and supportive discussions, members are developing skills in communication, advocacy, and decision-making.
As the Council continues to develop, its role will expand. There will be opportunities for members to contribute to committees, provide input on programs, and help shape the direction of services and supports at KW Habilitation. Their voices will help ensure that decisions reflect real experiences and priorities.
The long-term vision is clear: a strong, confident group of people who are actively involved, respected, and heard—helping to influence not only KW Habilitation, but the broader community as well.
The post People with Lived Experience Building Leadership Skills appeared first on KW Habilitation.
KW Habilitation
Building Our Strategic Plan—Together
At KW Habilitation, our new strategic plan didn’t begin in a boardroom. It began with people. The people who live this work every day. The people we support. Their families. Our staff. Our partners. Our community.
We believe that the strongest plans are shaped by real experiences and by listening deeply to the voices that matter most. That belief guided how this plan came to life.
Listening FirstWorking with Holly Hendershot and Christa Haanstra, we brought together a wide range of perspectives from across our community. Through conversations, surveys, interviews, and shared planning sessions, we asked important questions:
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What’s working well?
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Where do we need to grow?
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What matters most for the future?
The responses were thoughtful, honest, and incredibly valuable. In total, more than 220 people helped shape this plan, ensuring it reflects not just ideas, but lived experiences, shared priorities, and a collective vision for what comes next. Every voice contributed to a clearer understanding of who we are today and who we want to become.
The plan will reflect the belief that people with developmental disabilities are not simply included, they are active members of our community. People whose ideas, talents, relationships, and perspectives help shape and strengthen the communities we all share. This is the future we are working toward.
What Comes NextStarting this Fall, we’ll be sharing more about our strategic plan; our priorities, our goals, and how we’ll bring this vision to life. The plan will be shared in plain language and available to everyone.
For now, we want to recognize and thank everyone who contributed their voice, their experience, and their perspective. We’ll be sending each of those people an update on the final plan. This plan belongs to all of us.
The post Building Our Strategic Plan—Together appeared first on KW Habilitation.
KW Habilitation
Centering Lived Experience: Reflections from the Global Leadership Exchange
In early June, KW Habilitation had the opportunity to take part in the Global Leadership Exchange (GLE)—an international gathering that connects leaders across disability, mental health, substance use, and addictions to share ideas, challenges, and solutions.
Our CEO, Ann Bilodeau, along with Jamie Russell, Director of HR, and Cherylyn Sawatzky, Manager of Administration, joined leaders from around the world for a week of learning, collaboration, and dialogue across Toronto and Ottawa.
As part of this experience, we also had the privilege of hosting guests from Scotland—Michael Stewart and Charlie McMillan—for a local conversation that brought global insights directly into our organization.
A Global Conversation, Grounded LocallyThe first half of the Exchange brought people together for a series of “Matches”; small group sessions where participants explored specific topics, sharing experiences and perspectives from their own countries.
The Developmental Services Workforce Initiative (DSWI) was selected as one of the Match topics, bringing together leaders from the developmental services, disability, mental health, and substance use sectors from five countries. As part of the DSWI, KW Habilitation presented and contributed to conversations about building a strong, sustainable workforce for today and tomorrow. It was a unique opportunity to exchange ideas, learn from different systems, and explore shared challenges.
A key theme throughout the discussions was the importance of lived experience. Families and people with lived experience shared candid insights about what they expect from services and personal supports, reinforcing that meaningful change happens when the voices of those most impacted help shape decisions.
The conversations highlighted an important truth: building stronger systems and a more inclusive workforce requires collaboration, innovation, and a commitment to centering lived experience in everything we do.
Learning Across Borders♦The Exchange continued in Ottawa, where global leaders gathered for the Network Meeting. Across sessions and keynotes, several themes emerged:
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Collaboration is essential—no single organization or system can solve complex challenges alone
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Inclusion must be intentional and embedded in policy, practice, and culture
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Lived experience must shape decisions, not sit at the margins
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Leadership requires adaptability, shared accountability, and the courage to rethink systems
Speakers and participants shared perspectives on disability reform, system transformation, and the importance of aligning policy with lived realities.
A powerful keynote from Sandra Pronteau highlighted the intersection of disability, identity, and culture—reminding participants that inclusion is deeply connected to belonging, community, and opportunity.
Bringing It Back: A Conversation on Lived Experience♦During their time in Canada, Michael Stewart and Charlie McMillan joined us at KW Habilitation for a reflective conversation with staff, leadership, Board representation, and people with lived experience.
Together, we explored a central idea that echoed throughout the Exchange:
the importance of listening to “experts by experience.”
Inclusion is not only about being present—it’s about being heard, valued, and able to influence decisions.
Charlie also spoke about the role of allyship, describing it as creating space rather than taking it. He shared a simple but powerful example from a previous Exchange: when given the opportunity to speak with Queen Máxima of the Netherlands, he redirected the conversation to a delegate with lived experience, ensuring their voice was front and centre.
It was a small act, but one that reflected a bigger principle: meaningful inclusion requires intention.
What We’re Taking ForwardWhile systems and structures may differ around the world, the GLE reinforced something important:
many of our challenges—and opportunities—are shared.
Being part of this global dialogue strengthens our work locally. It pushes us to think differently, act collaboratively, and continue centering lived experience in everything we do.
This is just one step in a larger journey. As we continue to share more about our strategic direction, the insights from the Global Leadership Exchange, and the voices of those with lived experience, will continue to guide the path forward.♦
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The post Centering Lived Experience: Reflections from the Global Leadership Exchange appeared first on KW Habilitation.
Elmira Advocate
ARE TRAC CAPABLE OF LOOKING STUPID PUBLICLY WHILE LOBBYING BEHIND THE SCENES ?
I don't know that to be true but I guess I'm hoping it is so because there are at least two people on that committee (Technical Remediation Advisory Committee) that I believe to be inherently honest. Indeed it is likely to be a couple more but I just don't know them well enough to confirm that. Generally speaking I do know the deadbeats etc. well enough and know who they are.
Jen Lyndall of Integral possibly may decide never to work for Lanxess and her old buddy Hadley ever again. Or otherwise if she has no problem sleeping at night by counting sheep jumping over dead animals, livestock and or human beings.
I'm going to repeat last Saturday's health criteria here for those with a serious bent for eye blurring numbers. These are the health standards for dioxins/furans and for Total DDT both in creekbank soils and in the sediments on the bottom of the Creek (Canagagigue). None of the criteria change based on depth i.e. surface versus subsurface soils and surface and subsurface sediments.
Soils: DDT .078 ppm (parts per million)
Sediments: DDT .00119 ppm.
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Soils: dioxins/furans 7 ppt. (parts per trillion)
Sediments: dioxins/furans .85 ppt
DDT in fish tissues 14 ppb. (parts per billion)
dioxins/furans in fish tissues .71 ppt (parts per trillion)
These are the numbers/concentrations that Jen Lyndall of Integral has utterly failed to put on her Tables and Figures. Likely/possibly they are buried somewhere in her report. Or not. Starting from Figure 4-24 and going to Figure 4-63 the data tells TRAC, the public and most certainly the politicians absolutely nothing worthwhile without the health criteria being clearly marked on each and every Figure. Is this failure Jen Lyndall's or did Lanxess (Hadley ?) ensure that this vitally important information was not to be found where it should be?
Code Like a Girl
Counting Clicks In Your URL Shortener Will Change Six Things You Didn’t Expect
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The moment you need to count something, your read becomes a write too.
Continue reading on Code Like A Girl »
Kitchener Panthers
Panthers drop close one to Red Sox
BRANTFORD - An eighth inning RBI single made the difference as the Brantford Red Sox took down Kitchener 3-2 Sunday afternoon at Arnold Anderson Stadium.
Dionys Rodriguez went the distance for Kitchener, striking out six in eight innings of work. He walked three and gave up three runs on eight hits in the loss.
Brantford scored two runs in the first, but Kitchener responded with two runs in the seventh, including an RBI single by Malik Williams to drive in his brother Josh.
Yosvani Penalver and Malik Williams both registered two hits in the loss.
Kitchener drops to 10-16, while Brantford improves to 9-16.
The Panthers remain half a game up on the Red Sox for sixth in the CBL, but trail Guelph by five games for the final playoff spot.
The Panthers welcome Toronto this Thursday for Oktoberfest Night at Jack Couch Park.
First pitch flies at 7:05 p.m.
GET YOUR TICKETS NOW and get ready to #PROSTTheJack!
BOXSCORECode Like a Girl
Before You Write a Single Line of Code, Let’s Talk About DSA
How does Google search manage to locate a particular web page among billions of other pages within seconds?
How does your contact app manage to find the contact you’re searching for without any delays?
How does Netflix recommend new content to you immediately?
The answer to all the above questions is Data Structures and Algorithms, or DSA.
It shows up when you’re learning programming, preparing for interviews, designing systems, and solving real-world engineering problems. It appears in college lectures, in LinkedIn posts, and in interviews.
With so much attention around it, you would expect every developer to have a solid understanding of DSA. But that’s rarely the case.
And honestly, for most people, DSA feels like a nightmare. The theory is heavy, the problems feel random, and half the time you don’t even know where to begin. If that sounds like you, you’re not alone. Most developers feel exactly this way and just don’t say it out loud.
But here’s something that often gets lost in all the interview preparation advice: DSA is not just an interview topic.
Yes, understanding DSA can help you perform better in technical interviews. But its real value goes far beyond that. Every day, the applications we use rely on data structures and algorithms to store, organize, retrieve, and process information efficiently.
When you search for a contact on your phone, it appears almost instantly. When social media apps load thousands of posts in a smooth, organized feed, there’s a system working behind the scenes to make that possible. These aren’t just product features, they’re practical applications of DSA.
The impact becomes even more obvious when you start building software yourself. Two developers can solve the same problem and get the same result, but the quality of their solutions can be very different. One writes code that continues to perform well as users and data grow. The other writes code that works today but struggles when the application starts to scale.
That’s where DSA makes a difference. It helps you choose the right way to organize data and the right approach to solve problems efficiently.
So this series isn’t about memorizing hundreds of LeetCode solutions. It’s about understanding the ideas behind them, seeing how they apply to real-world software, and building the intuition to recognize when and why a particular approach works.
♦Visual representation of a developer’s DSA learning journey, highlighting consistency, practice, and perseverance (AI-generated image)So, what is DSA?Let’s break it into two parts:
DataStructure:
A data structure is simply a way of storing and organizing data so that it can be accessed and modified efficiently. Think of it as the container that holds your data.
Algorithm
An algorithm is a set of steps used to solve a problem or accomplish a task. Think of it as the process that operates on the data.
In simple terms:
- Data Structures decide how data is stored.
- Algorithms decide how data is processed.
They two work together. Choosing the right data structure often makes it possible to use a more efficient algorithm.
Still feels a bit hard to picture? here are some things you already use every day that will make it click.
Imagine a spice rack in your kitchen. The spices are arranged in a fixed order, and you look through them one by one until you find the one you need. That’s very similar to how an array works
♦Visual comparison of an array and a spice rack, demonstrating ordered storage and index-based access (AI-generated image).Now think about your contacts app. You type a name, and the correct contact appears almost instantly without scrolling through every entry. That’s similar to how a hash map works.
♦Visual representation of hash map lookup using a real-world contacts app example (AI-generated image).And what about a recipe? A recipe gives you a sequence of steps that must be followed in a particular order to achieve a result. That’s essentially an algorithm.
The interesting part is that you’ve already been interacting with concepts like these long before you ever heard the term DSA. Software engineering simply gives them names and uses them to solve problems at scale.
Why Should You Care?At this point, you might be wondering:
“I’ve already built projects. I write code every day. Things seem to work fine. Why do I need to learn DSA?”
That’s a fair question.
Imagine you need to find a specific user in a database containing one million records. One approach is to check users one by one until you find the right person. In the worst case, that could mean a million comparisons.
Now imagine using a data structure that lets you jump directly to the user you need. Instead of searching through a million records, you find the answer almost instantly.
The result is the same. The experience is completely different.
That’s the difference DSA creates. It’s often the reason one application feels fast and responsive while another feels slow and frustrating.
For people preparing for interviews, DSA is one of the primary ways companies evaluate problem-solving ability. Interviewers aren’t just checking whether your code produces the correct output. They’re looking at how you approach the problem, how efficiently you solve it, and whether you understand the trade-offs behind your decisions.
For developers already working in the industry, the value shows up in the software they build. As applications grow, the choices you make about storing and processing data become increasingly important. A solution that works perfectly for a hundred users can struggle with a million.
Understanding DSA helps you write software that doesn’t just work today, it continues to work when the data grows, the traffic increases, and the complexity of the system expands.
What does each data structure actually do?Every data structure exists because it solves a specific kind of problem.
That’s one of the biggest mindset shifts you’ll make while learning DSA. Data structures aren’t arbitrary concepts that someone invented for interviews. Each one was designed to make certain operations faster, easier, or more efficient.
Here’s a quick preview of some of the most common ones:
♦Comparison of common data structures, the problems they solve, and their real-world applications (AI-generated image).You don’t need to memorize this table right now. The important takeaway is that every structure has a purpose. As we move through this series, you’ll start recognizing the situations where each one shines.
What about algorithms?If data structures are about how you store things, algorithms are about what you do with them. Each type of algorithm is designed to answer a specific kind of question.
- Searching helps you find something efficiently.
- Sorting arranges data into a useful order.
- Recursion solves a problem by breaking it into smaller versions of itself.
- Dynamic Programming avoids repeating work by remembering previous results.
- Greedy Algorithms make the best choice available at each step.
- Backtracking explores multiple possibilities until it finds a valid solution.
At first, these may sound like a collection of unrelated techniques. They’re not. They’re patterns.
And that’s the key idea that makes DSA much easier to learn.
Learning DSA isn’t about memorizing hundreds of algorithms. It’s about recognizing patterns and knowing when to apply them.
The right mindset before we startMany people approach DSA as a giant list of things to memorize.
That’s usually where the frustration begins.
You don’t need to know every algorithm ever created. You don’t need to memorize solutions to hundreds of problems. What you need is the ability to look at a problem and recognize the pattern hiding underneath it.
Once you start thinking in patterns instead of individual questions, DSA becomes far less intimidating and much more intuitive.
What this series looks likeEvery chapter in this series will follow the same approach.
We’ll start with a real-world problem instead of a random puzzle.
Then we’ll:
- Identify the pattern behind the problem.
- Understand the intuition.
- Walk through an example step by step.
- Implement the solution in code.
- Explore common variations.
- Learn the signals that tell you when to use that pattern again.
The goal isn’t just to solve one problem. The goal is to train your brain to recognize the same pattern when it appears in a completely different form.
That’s the journey we’re starting together.
Welcome to Episode 0.
♦Before You Write a Single Line of Code, Let’s Talk About DSA was originally published in Code Like A Girl on Medium, where people are continuing the conversation by highlighting and responding to this story.
Code Like a Girl
FIRE in the Netherlands: Borrowed Dream or Real Option?
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Do we want to retire early? And then what?
Continue reading on Code Like A Girl »
Brickhouse Guitars
Larrivee D 40 #125795 Pre Owned Demo
Github: Brent Litner
brentlintner starred dottxt-ai/outlines
Structured Outputs
Python 14.7k 7 issues need help Updated Jul 21
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brentlintner starred vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
Python 86.8k 36 issues need help Updated Jul 21
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brentlintner starred sgl-project/sglang
SGLang is a high-performance serving framework for large language models and multimodal models.
Python 30.6k 15 issues need help Updated Jul 21
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brentlintner starred jd/tenacity
Retrying library for Python
Python 8.7k Updated Jul 15
Andrew Coppolino
Piquette: wine leftovers for the “labouring class”
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Not that it’s at all new, but I’ve recently discovered piquette, a wine-based beverage that has an ancient and interesting history, if one that flies under the radar.
I picked up a can or two of “P’tit Piquette” at a Quebec-based winery, Little Red Wagon, in Clarendon, which is about 80 kms northeast of Ottawa. But I’ve also noticed it seems to appear in a few other places in eastern Ontario and western Quebec.
Though perhaps primarily a French beverage, what adds an interesting layer of meaning is the drink’s historic role in labour culture that goes back a very long time.
For workers in ancient Roman wineries, the drink was essentially a perquisite of their chores and lucubration: workers were permitted to scoop off the remnants of the primary wine-making process, for which they had sweated and toiled but likely couldn’t afford to buy, in order to imbibe in a second batch.
They would collect the used wine skins, the gnarly stems and seeds and the mushed-up grape viscera — the flotsam and jetsam of the process, if you will — add some water and a dose of some source of sugar and give it all a second ferment.
Perhaps that previous labour relationship is akin to talented cooks today who sweat and toil to prepare and serve the finest (and most expensive meals) at premium restaurants but whose wage likely precludes them from eating such costly food themselves? Piquette-style wines were something the labourers could afford — and make themselves.
Today, the drink itself is a low ABV-bevie that is sparkling in nature — and contributes, you might say, to the “upcycling” and reduced waste of a circular economy in that the pomace is rejuvenated and re-hydrated to re-kickstart the fermentation process.
Mild in flavour, piquette has a bit of fizz to it and a low-alcohol hit for those sipping, but it may be something of an acquired taste, I have to say, similar, perhaps, to low-intervention natural wines, which often have just a touch of funk.
Regardless, it might be something interesting to try. There are some piquette producers in Ontario: Traynor and Tawse; in Quebec: Chateau de Cartes, Lieux Communs and Entre Pierre et Terre as well as Little Red Wagon.
Check out my latest post Piquette: wine leftovers for the “labouring class” from AndrewCoppolino.com.
James Davis Nicoll
Runaway / The Sword Smith By Eleanor Arnason
Eleanor Arnason’s 1978 The Sword Smith is a stand-alone picaresque fantasy (fantasy? See several paragraphs down…) novel.
Having tired of the king of Eshgorin’s management style, blacksmith Limper tendered his resignation. Accompanied by the diminutive dragon Nargri, Limper sets out to find new, more satisfactory employment.
Alas, the king’s management style includes a disinclination to accept resignations.
…
Elmira Advocate
THIS IS THE FOLLOWUP THAT TRAC NEVER DO REGARDING LANXESS FUNDED SHABBY, IRRELEVANT & RIDICULOUS PRESENTATIONS
Regarding Tables 3-3 to 3-6 which describe Total DDT and Dioxins/Furans TEQ (toxic equivalency) generally in Creek Reaches 1-4 except for the last Table which oddly only describes Reach 4 (the Lanxess site). These Tables also represent both surface and subsurface Soils and Sediment readings. Sediments of course are in the bottom of the Creek beneath the water and soils refer to creekbank soils above the waterline.
Previously mentioned by myself is the fact that in four pages of Tables; Dioxins/Furans over the four Creek Reaches plus Background (below Reach 1/Grand River) and with 889 samples over many years have an average of 99.87% detection rate. This is beyond incredible, is not remotely normal or ubiquitous and speaks to massive past and ongoing releases of Dioxins and Furans downstream from the Uniroyal/Lanxess property. THIS IS BEYOND SHAMEFUL and no wonder TRAC is so tightly controlled by agenda, membership, meeting times, minutes and limited public access and less.
Total DDT detections are also high although not at the same level of Dioxins/Furans. The lowest detection rate through five locations is 10% and the highest 100% (twice). The average detection rate in the four Reaches plus Background (Grand River) is 57% . Keep in mind this is for DDT only albeit in both Sediments and Soils both surface and subsurface. This also is not "normal" nor ubiquitous.
Regarding concentrations above health criteria the results are startling. Sediment detections are very high for both surface and subsurface DDT and in fact ALL detections from the highest to the lowest EXCEED the health criteria of .00119 ppm. (parts per million) again for Reaches 1-4 and Background (Grand River). Soil detections for DDT on the other hand while ALL maximum concentrations per area (Reach etc.) EXCEED the health criteria of .078 ppm.; minimum concentrations are all below the health criteria.
Dioxins/Furans maximum concentrations in surface Sediments ALL exceed the health criteria of .85 ppt (Parts per trillion) while only two of five areas (4 Reaches & Background Grand River) of the minimum concentrations exceed the health criteria. Subsurface Sediments maximum concentrations for Dioxins/Furans ALL EXCEED the health criteria whereas only one of five of the minimum concentrations for the five areas exceeds the health criteria.
Dioxin'Furan Soil maximum concentrations ALL exceed the heath criteria of 7 ppt. whereas 0 of the five minimum concentrations exceed the health criteria. This is the same for both surface Soils and subsurface Soils.
The title above states that TRAC never do necessary followups to ridiculous presentations. Let me add the following. Maybe they do privately but this is a public process and needs to be clarified to the public each and every time a deceptive, dishonest or blatantly foolish and non factual presentation is made.
Cordial Catholic, K Albert Little
Eucharist: Symbolic vs. Real Presence? An Evangelical Converts Weighs In #shorts
The Backing Bookworm
Five-Star Summer
This was a very easy read, but it wasn't a romance, per se -- more of a coming-into-herself/friendship story set in a beautiful Cornish seaside community.
There is a bit of mystery as to how Evie and Abby are connected and I enjoyed the multiple POVs of Evie, Abby and Abby's mother, Alexandra which added depth and backstory. But despite its sweet intentions, the story just didn't have enough to it.
The plot was too simplistic, with a lot of page time devoted to Evie's inner monologue/spiral into self-doubt as she overcomplicates a potential sweet romance. A 'doormat' character is my very least favourite kind of character and actually makes me uncomfortable so it was hard to watch Evie be the proverbial doormat by the coworkers she's meant to manage as the interim general manager of a posh seaside hotel. Abby's undercover role and her familial baggage spice things up a bit but it was her growing friendship with Evie that was a highlight of this book.
This was a quick read with a gorgeous Cornish setting. My favourite part was its focus on friendship, found family and second chances. It's got tidbits of romance and sweet familial relationships making it a good pick if you're looking for a light, easy-breezy vacation read.
My Rating: 2.75 starsAuthor: Sarah MorganGenre: RomanceType and Source: trade paperback, public libraryPublisher: MIRAFirst Published: May 5, 2026Read: July 1-4, 2026
Book Description from GoodReads: A joyful, sun‑soaked story of friendship, love, and new beginnings, from USA TODAY bestselling author Sarah Morgan—perfect for fans of Jenny Colgan, Jill Shalvis, and seaside escapes.
Running a five-star Cornish hotel should have been Evie Hamilton’s dream job. But restoring it to its former glory is going to take a miracle. All Evie has is grit, and a hoard of unruly staff who love to speculate about her love life. She needs back-up, and fast.
Enter Abby Jones. Parachuted in by the hotel’s umbrella company for the summer, Abby thinks Evie could be the best friend she never had. But Abby has her own agenda for being in Cornwall. If her real motives are uncovered, their friendship is going to melt away faster than an ice cream in the summer sun.
Yet Abby’s arrival starts a chain reaction. With the help of a charming chef and a gruff pub owner, they begin to embrace their true selves and the bonds that unite them. But it’s not just the hotel’s five-star reputation that needs rebuilding – Evie and Abby will also have to brave tearing down their lives in order to reshape their futures…
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KW Predatory Volley Ball
What's New. OVA
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Read full story for latest details.Tag(s): Home
Cordial Catholic, K Albert Little
From Skeptic to Catholic: Steve Sjogren's Journey #shorts
Github: Brent Litner
brentlintner pushed vim-settings
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71bb363Nice to have a Windows powershell installer
Github: Brent Litner
brentlintner starred adeithe/youtube-theatre-mode
A more immersive theatre mode for YouTube.
JavaScript 1 Updated Nov 22, 2025
Brickhouse Guitars
Down to the Lake by Roger Schmidt Featuring the Julien Sublet GA #36 2025
Github: Brent Litner
brentlintner pushed vim-settings
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780bc42Lint more often and fix diagnostics list missing items on buffer open
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3623c9cBumping deps
Ball Construction
Celebrating a Major Milestone: Lambton College Student Residence Topping-Off Ceremony!
Elmira Advocate
GOT SIDETRACKED (WESTWARDS/WILMOT) : BACK TO JEN LYNDALL'S (INTEGRAL) SILLY REPORT TO TRAC
Silly is a nicer word than deceptive, evasive, phony or corrupt. As I have mentioned it's hard to write an intelligent and honest data Summary of dozens of sad, pathetic and client driven pieces of garbage (GIGO-garbage in, garbage out). Half the battle is won simply by a single presentation to TRAC followed by...nothing. It takes time to read carefully, analyze, understand and form an intelligent response. I've got that time and ability whereas most TRAC members who have the ability simply don't have the time or the incentive ($$$) to do so. They have paying jobs and careers and homes and families to take up their spare time.
One of the biggest, most nonsensical pieces of crap that she bestowed upon TRAC are a series of Figures as in Figure 4-24 to 4-63. She referred to these Figures as I believe Box and Whiskey Plots. I don't know the origins of that name. These Figures allege to show large (many not all) amounts of data recorded for DDT and dioxin concentrations in Surface Sediments, Subsurface Sediments, Surface Soils, Subsurface Soils, versus either Location (Reach 1-4, Background) or Time (eg. 1996, 1997, 2013, 2015, 2017, 2022).
There are a few issues with these Figures which I have previously mentioned such as the vertical (y) scale for concentrations visually minimizing the extent and amount of extremely high concentration readings of Total DDT and or Dioxin/Furan TEQ (toxic equivalency).There are other problems including large numbers of high Method Detection Limits (MDL) leading to far too many orchestrated Non Detects (N.D.) in the data however the simplest and most obvious problem is the lack of relevance of the concentrations being shown. Yes you can compare the concentrations with location/distance downstream from Lanxess (Uniroyal) towards the Grand River and even somewhat over time (eg. 1996-2022) but really and significantly what do they mean and how serious are they? Nobody knows and I think that is intentional.
Ms. Lyndall has failed to include any health criteria whether provincial or federal for either Total DDT or for Dioxins/Furans. The accepted health concentrations (which differ) for these two compounds as well as differing whether for Soils or for Sediments are MIA (missing in action). They need to be written on the Figures as well as most importantly drawn as a horizontal line across the Figures hence immediately showing how many of the data points are above (exceed) the mandated health concentrations.
Doing that exposes the massive and major contamination for five miles downstream from Uniroyal/Lanxess. This report was produced on behalf of Lanxess Canada for the purpose of once more snowing and bulldozing TRAC and the public. Mission mostly accomplished.
Capacity Canada
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Director (volunteer board member)
Greater Toronto/Hamilton Area
3-year term, hybrid
My Oral Village (MOVE) is a Canadian not-for-profit mission founded in 2011. MOVE is dedicated to make formal financial services accessible to people who cannot read, write, or work with numbers in conventional ways. The organization addresses the needs of the 1+ billion adults worldwide with limited literacy and numeracy, living in ‘oral’ cultures, ensuring they are not excluded from safe savings, payments, borrowing, and financial decision making.
At its core, MOVE’s mission is to:
- Design ultra inclusive financial tools: interfaces, forms, mobile apps, and processes that rely on visual and intuitive cues rather than text or complex numbers
- Enable low literacy households to manage money safely, especially in low income environments where financial mistakes can be catastrophic.
- Partner with financial institutions, NGOs, and regulators to embed oral friendly design into real products and systems.
- Advance research and global standards for financial inclusion that recognize literacy & numeracy barriers as a major structural exclusion factor.
- Empower vulnerable populations, especially women, to build financial confidence, autonomy, and resilience.
My Oral Village works to ensure that no one is excluded from the financial system because they cannot read or handle numbers.
For more information, visit www.myoralvillage.org and www.linkedin.com/company/my-oral-village-inc-/posts/?feedView=all
PrioritiesMy Oral Village has tested inclusive financial numeracy tools in controlled pilot projects in Ethiopia, Pakistan, Kenya, Bangladesh and Sierra Leone, and completed in 2025 its first full national project in Sierra Leone, proving the effectiveness and relevance of the solutions for very vulnerable populations. The approach developed by MOVE is novel, and is outlined in several research works, including Oral information management tools, Oral financial numeracy and Measuring numeracy for financial inclusion. MOVE is at a pivotal moment in its journey, poised for significant growth in the coming years. To support this growth, MOVE is seeking volunteer directors (board members) who are comfortable wearing both a governance and an advisory hat during this early growth stage to guide the organization through its next phase of growth.
Role DescriptionCore responsibilities include:
- Strategy: Setting mission, strategic priorities, and annual plans;
- Governance: Ensuring the mission of the organization is supported by sound practices & proper oversight;
- Financial oversight: Approving budgets, reviewing financial statements, ensuring sound controls;
- Risk oversight: Identifying and mitigating organizational risks (e.g., liability, insurance);
- Hands-on contribution: Directors actively support operations — communications, fundraising, program delivery — alongside governance duties.
MOVE is looking for a board Director with experience in any or several of the following areas:
- Administration and management: Experience supporting small not-for-profit operations, governance, planning and reporting.
- Financial oversight: Ability to review budgets, statements, cash flow, controls, and funding needs for a small not-for-profit.
- Early-stage growth: Experience advising startups or early-stage organizations as they scale strategy, operations, governance, and delivery.
- Technology and fintech: Familiarity with software and digital products in a fintech context.
- Oral-culture communities: Understanding of unschooled or low-literacy populations in developing countries and their financial literacy needs.
- International perspective: Experience working across countries, cultures, or global communities with sensitivity to local context and beneficiary needs.
- Banking or financial services: Knowledge of international banking, payments, savings, lending, compliance, or financial inclusion.
- Advisory contribution: Willingness to contribute expertise, networks, and practical support during MOVE’s growth stage.
Please direct queries, or apply by sending a letter of interest and your CV or resume, to:
Board Chair
My Oral Village
info@myoralvillage.org
Closing date: Wednesday, August 12, 2026 at 5:00pm Eastern Daylight Time, however applications will be considered upon receipt.
The post appeared first on Capacity Canada.
House of Friendship
Providing Support Where it Matters
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Every day, members of the HART Hub Waterloo Region (HHWR) Outreach Team walk alongside community members experiencing homelessness, mental health and substance use challenges, meeting people where they are, and connecting them with trusted providers of care and supports across the Region.
House of Friendship team members include addiction counsellors and ‘connection coordinators’ who help individuals navigate the complex network of health and social support services across Waterloo Region.
Their shared goal is to make it easier for people to find and access the care and resources they need.
“When people are struggling, they don’t know where to go, and they don’t know who to talk to,” said Holly, a House of Friendship connection coordinator.
Support may include assistance with paperwork, connections to housing or emergency shelter, or accessing food, clothing, and other essential services. For individuals focused on meeting their most basic needs, even these steps can feel overwhelming.
“When you get into that survival mode, that hopeless feeling, it’s like you are just stuck,” said Holly. “It’s like you are in quicksand and you just can’t pull yourself out. You need some help.”
The Outreach Team is just one component of the broader HHWR network – a coordinated system of programs and partners working across Kitchener, Waterloo, Cambridge and the rural townships to provide integrated, people-centered care.
As part of this network, House of Friendship recently expanded its services with the opening of a 12-bed Transitional Housing Program this spring. This abstinence-based program provides short-term housing and supportive programming for individuals ready to address their substance use, creating an additional pathway toward greater stability and permanent housing.
Impact Stat:
11% of chronically homeless people in Waterloo Region struggle with substance use.
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The post Providing Support Where it Matters appeared first on House Of Friendship.
Aquanty
Flee From Parsimony: Escaping the Boundary Condition Paradox in Groundwater Modelling - Aquanty Webinar
We’re pleased to share the recording of our recent webinar, Flee From Parsimony: Escaping the Boundary Condition Paradox in Groundwater Modelling. This session, presented by Dr. Michael Callaghan, Senior Applications Engineer at Aquanty Inc., explores how integrated hydrologic modelling can address the growing complexity of modern groundwater management challenges.
The webinar examines the limitations of traditional groundwater models that rely on prescribed recharge zones and boundary conditions—approaches that can struggle to represent dynamic processes such as climate variability, surface water–groundwater (SW-GW) interactions, and contaminant transport. Using HydroGeoSphere, the session demonstrates how fully coupled surface–subsurface modelling avoids these constraints by treating recharge and system responses as emergent outcomes of physical processes, rather than fixed inputs.
Key Highlights:
Understand the “boundary condition paradox” and its implications for groundwater modelling.
Learn why prescribed recharge approaches may fall short under changing climate conditions.
Explore how fully integrated surface–subsurface modelling improves process representation.
See how HydroGeoSphere enables more reliable predictions for complex water management questions.
This session is especially valuable for hydrologists, consultants, regulators, and water resource professionals seeking modelling approaches that can support more comprehensive and defensible decision-making.
Watch the recording now to discover how integrated hydrologic modelling helps move beyond simplified assumptions and supports more robust groundwater analysis.
Watch The Recording
Code Like a Girl
Flip Misperceptions Into Strengths, and Other Actions for Allies
Nearly 9 in 10 neurodistinct professionals say they possess unique strengths they rarely see displayed by others.
Perhaps we’re overlooking their abilities?
In a LinkedIn post, my friend Jennifer Brown shared common misperceptions of neurodivergent coworkers, such as:
- The person asking a stream of questions isn’t being difficult. They often see risks three steps ahead that nobody else has spotted yet.
- The employee who turns off their camera isn’t disengaged. They may be listening more intently than anyone else in the room.
- The direct communicator who skips the pleasantries isn’t rude. They’re prioritizing clarity over performance.
- The one who needs to understand the why before they can execute isn’t resistant. They’re someone who, once they have it, will go further than you expected.
Before labeling someone’s behavior as a weakness, ask yourself: What strength might I be missing?
Share this action on Instagram, LinkedIn, or YouTube.
This week’s Better Allies content is sponsored by:
♦Inclusive leadership starts with communication. The words leaders choose, the stories organizations tell, and the conversations teams have shape culture every day. Double Forte helps organizations communicate with clarity, credibility, and purpose during the moments that matter most. Learn more at double-forte.com.
2. Make captions accessible (and boring)Here’s some advice I never expected to give: make your captions boring.
In Where Have All the Captions Gone?, actor and writer Franchesca Ramsey sings a compelling public service announcement to the tune of “Where Have All the Cowboys Gone?”
Her message for brands and creators everywhere: caption your videos and make those captions accessible. Specifically:
- Always include captions.
- Don’t change the font for every other word.
- Don’t make the words fly around the screen.
- Avoid decorative script fonts.
To learn more, watch this short video by accessibility expert Meryl K. Evans. As Evans wrote in the description of the video, “the best captions are boring.” If you want to add some flash and pizzazz to your reel, she recommends adding on-screen text outside of the captions or pumping up the presentation itself.
Fancy captions may grab attention, but simple captions help more people follow along.
3. Turn feedback into a new best practiceMy husband Tim and I recently interviewed a firm to help with some household needs. Even though I had scheduled every meeting, guess who they sent the contract to first to sign? Tim.
I assumed it would come to me.
It wasn’t a big deal — Tim forwarded the document to me for review — but it left me wondering: Why was he automatically the first signer?
At our next meeting, we asked our contact about it.
He took a breath and replied, “What we did was sexist.”
He then apologized and explained that when they work with same-sex couples, they always ask who should be the first signatory. Then he paused and wondered aloud why they didn’t do the same for heterosexual couples.
I suggested making that the standard practice for everyone.
He smiled and agreed.
4. Use accessibility equipment to learnSpeaking of feedback, I received many thoughtful comments on last week’s newsletter, in which I recommended: “Don’t try out a disability.”
People shared examples of when it is okay and good to try out mobility equipment or to simulate a disability. Here are some of them:
- An adaptive sports info session where people can try equipment and determine if they would benefit from using it.
- Training for rock climbing routesetters and guides who use blindfolds or tie back a limb to learn about how to design routes and describe hold positions for paraclimbers (when disabled climbers are not available for the session).
- An inclusive design workshop that replicates barriers that affect people with disabilities.
- A chromatic vision simulator to verify that people with color vision deficiencies can discern your presentation slides or graphic material.
- A screen reader to check if your document or social media post is read aloud correctly.
In other words, if your goal is to learn something that will personally benefit you (such as discovering how you could use adaptive equipment or a mobility device) or give you insight so you can do your job better and more inclusively, then by all means use accessibility equipment, tools, and simulations.
Just don’t assume that means you understand the entire life experience and identity of someone with that disability.
5. Community spotlight: Give the feedbackNewsletter subscriber Tamara Glasbergen, who is pregnant with her first child, told me that she and her partner divide their household tasks equally, and that he proactively discusses what else he could do given she’s pregnant.
When she read an article in the Pregnancy+ app by Philips Avent titled, “Feeling supported by your partner during pregnancy,” she was shocked. The article describes tasks that partners can help with, like planning meals, cooking, and food shopping, as well as household tasks like laundry, tidying, and cleaning. She wrote, “To me that sounds like the bare minimum that partners should do and not something to be grateful for.”
Glasbergen decided to send feedback to Philips, pointing out that the article reinforced harmful stereotypes of heterosexual couples where the woman is responsible for the household. And if a man does any of the tasks, he is just “helping.”
She also suggested editing the article to recommend that partners rethink together how household responsibilities should be handled to best support the pregnant person.
The outcome? Philips replied that they’ll revise the content and thanked her for bringing it to their attention.👏
If you’ve taken a step towards being a better ally, please reply to this email and tell me about it. And mention if I can quote you by name or credit you anonymously in an upcoming newsletter.
That’s all for this week. I’m glad you’re on this journey with me,
Karen Catlin (she/her), Author of the Better Allies® book series
Copyright © 2026 Karen Catlin. All rights reserved.
Together, we can make a difference with the Better Allies® approach.
- Say thanks to Karen and buy her a coffee ☕ (Need a receipt for educational reimbursement? Reply to this email, and we’ll take care of it.)
- Sponsor an edition of this newsletter
- Follow @BetterAllies on Instagram, Medium, or YouTube. Or follow Karen Catlin on LinkedIn
- Read the Better Allies books
- Tell someone about these resources
Flip Misperceptions Into Strengths, and Other Actions for Allies was originally published in Code Like A Girl on Medium, where people are continuing the conversation by highlighting and responding to this story.
Code Like a Girl
Her Edge: Your Reputation Is Already Choosing Opportunities for You
Excerpt from my paid Substack column, Her Edge.
♦Created in ChatGPTNobody is coming to discover you.
The women who get tapped for the biggest roles, stretch assignments, keynote talks, and career-changing introductions are rarely complete unknowns.
Their names are already in the room.
Someone has seen their work, heard them speak, read what they wrote, or watched them contribute. Over time, those moments teach people what to associate with their names.
That is the opportunity visibility creates.
It is also where things can go wrong.
There is the work you do. And there is the work people think you do.
Those two are rarely the same thing, and the gap between them shapes which opportunities reach you.
For years, the work people were most likely to see me doing happened around women in tech and girls in STEM. That was how Kim Tremblay first encountered me.
In early 2015, I gave a talk to a peer-to-peer group for women in tech about how to network inside your company. I had no idea that Kim Tremblay was in the audience. Kim was the VP of Engineering and co-founder of a cybersecurity company called Arctic Wolf. She heard me speak and walked away knowing who I was.
A few months later, we were both invited to a panel at Think About Math, a STEM workshop for Grade 9 girls at the University of Waterloo. When I saw Kim’s job title, I walked up to her and told her I wanted to do her job someday.
I was a Senior Manager at the time. VP felt like a huge leap. I had also never met a woman who held that title. I took the chance and asked if she would meet me for coffee.
What I didn’t know was that the conversation had begun months earlier. She had already seen me speak. She had already watched me contribute. She already had a sense of how I thought and what I cared about.
So when I took the chance and asked, she said yes.
Weeks later, I accepted an offer to join Arctic Wolf as the Director of R&D. Kim hired me.
People often call moments like that networking. But networking alone does not explain what happened. Kim knew my name before I asked her for anything. By the time the job opportunity appeared, I was no longer a stranger asking to be considered.
My name was already in the room.
That reputation kept opening doors. It also created a category around me that was much narrower than the work I was doing.
Outside my company, people knew me as an advocate for women in tech. Far fewer knew that I had a master’s degree in cryptography, had spent eight years working in mobile security at BlackBerry, held more than twenty security-related patents, or was helping build and scale a cybersecurity company.
The work I made visible shaped my reputation.
The work I kept inside my job remained largely invisible.
Once I saw the gap, I began deliberately widening what people associated with my name. Over the next several years, I created a cybersecurity meetup, spoke about ransomware and engineering leadership, appeared regularly on security podcasts, helped organize a cybersecurity conference, and used the opportunities available through my employer.
In 2022, AWS invited me to speak during its Toronto Summit keynote about how Arctic Wolf ran its security operations at scale.
Four thousand people were in the room.
♦Me on the keynote stage for AWS Summit Toronto 2022.
That stage was the visible result.
The reputation that put me there had been built through years of smaller contributions.
This is how to build that kind of reputation deliberately.
Step 1: Audit What Your Name Already MeansBefore deciding what you want to be known for, you need an honest picture of what people currently believe you know.
Your job title will not tell you.
Your LinkedIn profile will not tell you.
The clearest evidence is found in the opportunities people bring you.
Look at the last ten times someone reached out to you professionally.
What did they ask for?
Perhaps they asked you to:
- mentor a new manager
- review a product strategy
- explain a technical problem
- join an interview panel
- speak about inclusion
- rescue a struggling project
- lead a difficult client conversation
- organize a team event
Those requests reveal your existing reputation.
People reach for the person they already associate with the problem in front of them.
That can be affirming. It can also expose a gap.
For years, the invitations coming my way followed a clear pattern. Radio shows, government meetings, podcasts, panels, interviews, and awards were overwhelmingly connected to women in tech.
That work mattered to me. I was proud to be associated with it.
But the pattern showed me what was missing.
Very few invitations were connected to cybersecurity, cryptography, engineering leadership, or scaling technical organizations.
That absence gave me useful information. The public version of my career did not reflect the full body of work I had built.
Do this audit without judging the results.
You are trying to understand what your visible work has already taught people.
Ask yourself:
- What do people consistently seek my help with?
- What topics am I invited to discuss?
- In what role do people introduce me?
- Which parts of my experience rarely appear?
- What do people inside my company know about me that people outside it do not?
The missing pieces matter.
They show you where your reputation may be limiting the opportunities that find you.
You’ve just read how to do this audit yourself. But seeing your own reputation clearly is harder than it sounds. You’re too close to it.
So I built a Claude skill to help you conduct the audit. It researches your public presence, examines what the world can actually see about you, and identifies the gap between the work you do and the work people think you do.
That gap is where the work starts.
On Substack, paid subscribers get the skill plus the eight steps that will help you close the gap.
By the end, you will know exactly what you want people to trust you with, what evidence you need to put in front of them, where to show up so the right people see it, and how to build all of it under your own name so it stays yours when the job ends.
Her Edge: Your Reputation Is Already Choosing Opportunities for You
♦Her Edge: Your Reputation Is Already Choosing Opportunities for You was originally published in Code Like A Girl on Medium, where people are continuing the conversation by highlighting and responding to this story.
James Davis Nicoll
Face to Face / The Feywild Job By C. L. Polk
C. L. Polk’s 2026 The Feywild Job is a stand-alone secondary-universe romantasy. More specifically, it is a Dungeons & Dragons/Forgotten Realms tie-in novel.
Half-elf Saeldian would like to escape from a life of endless abuse at the hands of her mother’s current husband, Mr. Wheeler. Salvation comes in the form of a pact with the Archfey Osalor. In return for something Saeldian will hardly miss, Osalor grants them power and mentoring.
Fast forward. Warlock Saeldian is in the midst of a flawless con when an untoward complication presents itself.
…
Brickhouse Guitars
Bourgeois OO12c 8977 demo by Roger Schmidt
Code Like a Girl
Can an LLM Actually Feel Grief?
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How embeddings, attention, and superposition let language models mimic emotional understanding.
Continue reading on Code Like A Girl »
Github: Brent Litner
brentlintner made this repository public
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