TechLead Bits - Канал Telegram

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@techleadbits - Канал Telegram

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TechLead Bits — Telegram-канал на тему Технологии, 488 подписчиков. About software development with common sense. Thoughts, tips and useful resources on technical leadership, architecture and engineering practices. Author: @nelia_loginova Подпишитесь на канал, чтобы получать все обновления прямо в Telegram.

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About software development with common sense. Thoughts, tips and useful resources on technical leadership, architecture and engineering practices. Author: @nelia_loginova

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Skill Packaging Engineering teams are actively building internal collections of skills for agents: code review, troubleshooting, design preparation, onboarding, security practices. And it looks great until you hit the question: how do you distribute those skills across dozens of teams and multiple harnesses? For Claude you need to put skills into .claude , for Cursor into .cursor , for Gemini into
25/05/26 225
The Fearless Organization The most dangerous teams are the quiet teams. There are no disagreements, no bad news, no conflicts. Looks like harmony until the real incident. That's the topic of the book The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth by  Amy C. Edmondson. Amy is a professor of Leadership and Management at the Harvard Busi
28/05/26 238
Agent Readiness Framework A few weeks ago I wrote that adopting coding agents requires strong engineering practices . Test stability, linting, documentation, security controls matter much more than a particular harness or model. Agent Readiness framework is an attempt to formalize these criteria for a particular repository and define how much autonomy can be safely delegated to agents. The framewo
03/06/26 245
How Anthropic Writes Skills Last week Anthropic published lessons learnt of how they build agent skills internally. It's quite interesting to read recommendations from the company that introduced the concept in the first place. Key ideas: 🔸 Don't be obvious. Model already knows how to code. A skill should provide instructions that change default agent behavior, not repeat the data the model was tr
09/06/26 226
Project Hail Mary Technical books and articles are great, but sometimes my brain needs a break. Especially now, when AI is generating more and more new things to learn every day. One of my favorite ways to recharge is reading fiction , and I recently finished the very popular Project Hail Mary by Andy Weir. I'm not a big sci-fi fan, but I definitely enjoyed this book. Thanks to the recent movie ad
15/06/26 204
"AI won't take your job. Someone using AI will." This quote caught my attention and made me watch A Leader’s Guide to Advanced Team Structures in an Agentic World from the recent AWS Summit Sydney. It's a very sobering talk on the current state of the industry , AI adoption, and the future of engineering roles. The central question of the talk is: " How should we build teams to work in this new AI
20/06/26 227
A Few Words About Context New major model releases regularly promise bigger context windows. Sounds great until you realize it's mostly marketing. A bigger context window doesn't mean better results. It often means more data, more noise, and more AI slop. According to multiple studies, models effectively use only about 30–50% of their available context. For example, a model with a 200K-token conte
29/06/26 159
Akrites Project Over the past year, we've seen how much the industry depends on small open source projects . In many cases, software used by thousands of companies is maintained by one or two people working on it in their free time. The release of the Mythos and Fable models made the situation even worse. They demonstrated how many vulnerabilities AI can find across thousand of projects, putting t
03/07/26 115

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