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Books, ideas and engineering culture — every week

A Telegram channel with original notes and reviews on books about technology, architecture, management, economics and personal growth. Long-form posts with practical takeaways, no fluff, no ads.

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  1. #DevEx

    Anthropic: What Remains for Humans in a Company of Agents? Research Insights Made Simple #40 (#DevEx)

    An announcement of a discussion of Anthropic’s research: outcomes, human attention, learning, and incentives.

  2. #AI4SDLC

    Research Insights №38: What a Harness Contributes — Materials (#AI4SDLC)

    Episode materials on experimentally evaluating agent planning, tools, and context management.

  3. #AI

    How Work Is Changing Inside Anthropic (#AI)

    Research on hiring, productivity, meta-work, and employee incentives, with the author’s PDF annotations.

  4. #AI4SDLC

    Gautam Korlam: CI for a Stream of Agent Changes (#AI4SDLC)

    CI capacity, repeated checks, independent review, and retaining the evidence behind merge decisions.

  5. #SelfDevelopment

    Understand Before Deciding: How I Learn New Topics with AI (#SelfDevelopment)

    A pmclub upskill week talk announcement about using AI to work with sources and decision criteria.

  6. #AI4SDLC

    Giga Conf: What Should Happen to a Harness After a New Model? (#AI4SDLC)

    A talk announcement about agent harness evolution and reassessing accumulated instructions.

  7. #AI4SDLC

    Stack Overflow 2026 (#AI4SDLC)

    An author’s reading of the Stack Overflow survey: trust in AI, tool popularity, and work context.

  8. #DevTools

    Scion: Anthropic’s Git Replacement for Agent Development (#DevTools)

    Research Insights №39 announcement on Scion’s architecture and guarantees between merge and deployment.

  9. #AI

    3 AImigo S1E10: Agents with Payment Rights — Would We Trust AI with Our Money? (#AI)

    A discussion announcement about shopping, payment protocols, budgets, and the limits of agent autonomy.

  10. #Engineering

    The Pavel Golubev Livestream Is Starting

    A short invitation to join the livestream as it starts.

  11. #AI4SDLC

    Scion: When Agents Hit Development Infrastructure Limits (#AI4SDLC)

    Scion’s architecture, migration from Git, server-side operations, and changing CI guarantees in Anthropic’s report.

  12. #AI

    Stanford CME295, Lecture 2: What Changed Inside the Transformer (#AI)

    MoE, RoPE, GQA, inference reproducibility, and guided decoding in Stanford’s second course lecture.

  13. #Engineering

    Pavel Golubev FDE Livestream Rescheduled

    A date correction for the conversation with Pavel Golubev about forward deployed engineers.

  14. #Data

    AI and Data Platforms: Research Insights Made Simple №37 Materials (#Data)

    A conversation with Nikolay Golov about data platform approaches, zero-ETL, and engineering trade-offs.

  15. #AI4SDLC

    3 AImigo S1E9: Boundaries of Autonomy — Episode Materials (#AI4SDLC)

    Materials from a discussion of agent delegation, approvals, and the full cost of an accepted task.

  16. #AI4SDLC

    Live: What Does an Agent Harness Contribute?

    An invitation to discuss a study of planning, tools, and context management for coding agents.

  17. #AI4SDLC

    Factory: Engineers Become Managers — Who Can Still Check Their Agents’ Work? (#AI4SDLC)

    Davis Palmie’s talk on software factories, environment readiness, and engineering judgment when managing agents.

  18. #Books

    Harness Engineering: Familiar Ideas in One Book (#Books)

    Nicole Koenigstein’s first two chapters: familiar ideas, task state, and questions about when harness components help.

  19. #AI4SDLC

    Research Insights #36: Harnesses for Long-running Development (#AI4SDLC)

    Episode materials on planners, generators, evaluators, and the limits of autonomous application development.

  20. #Data

    AI and Data Platforms: Live with Nikolay Golov

    An invitation to a conversation with Nikolay Golov about adding AI to data platforms.

  21. #AI4SDLC

    Meet Pi: The Minimalist, Self-Modifying Coding Agent (#AI4SDLC)

    Mario Zechner and Armin Ronacher on a small agent core, extensions, and control over the workflow.

  22. #AI4SDLC

    Research Insights #35 materials: an environment for agents (#AI4SDLC)

    Episode materials on OpenAI harness engineering: project knowledge, tools, architectural checks, and technical debt.

  23. #ForKids

    Pasha and Dad (#ForKids)

    A book about Pasha and his dad: family sketches, reading with Kirill, and a personal postscript.

  24. #Management

    FDE: who is responsible for making AI work for the customer? (#Management)

    The October 14 Code of Leadership livestream with Pavel Golubev: AI implementation, project boundaries, and FDE management.

  25. #AI4SDLC

    Harness design for coding agents: what does the harness contribute? (#AI4SDLC)

    An experimental comparison of planning, tools, and context management in coding agents.

  26. #Data

    AI and the data platform: connecting AI to all an organization’s data (#Data)

    The October 12 livestream with Nikolay Golov on operational data, analytics, Lakehouses, and agents.

  27. #Books

    The Forward Deployed Engineer — Paden Gayle (#Books)

    The first two chapters on FDE responsibility, stakeholder alignment, and the economics of implementation.

  28. #AI

    YC Paper Club: what comes after LLM + GPU? (#AI)

    Optical computing, neuromorphic chips, and living neurons: research bets and demonstration limits.

  29. #Books

    The Man from the Future: The Visionary Life of John von Neumann (#Books)

    Reflections on John von Neumann’s biography: computing, game theory, physics, and self-reproducing machines.

  30. #AI4SDLC

    Research Insights #34 materials: long-running agents and handoffs (#AI4SDLC)

    Episode materials on session handoffs, completion criteria, and evaluating a harness.

  31. #AI4SDLC

    Research Insights livestream: long-running application development

    An invitation to a livestream on Anthropic’s March article about harnesses for long-running application development.

  32. #Personal

    A charity auction: breakfast together

    A breakfast meeting auction on Tolk in support of the Nit Dobra charity.

  33. #Management

    Code of Leadership #84 materials: does a developer become a manager in the AI era? (#Management)

    A conversation with Andrey Dmitriev about useful tasks, responsibility, and the agent lifecycle.

  34. #AI4SDLC

    Harness design for long-running autonomous application development (#AI4SDLC)

    Anthropic’s Planner, Generator, and Evaluator: acceptance, cost, and simplification as models improve.

  35. #AI4SDLC

    Research Insights #33 materials: SWE-agent (#AI4SDLC)

    Episode materials on how tools, interfaces, and feedback change an agent’s results.

  36. #AI4SDLC

    Justin Reock: code is easier to change, harder to release confidently (#AI4SDLC)

    DX observations on maintainability, change confidence, and PR growth; what to verify after adopting AI.

  37. #Leadership

    Why a manager returns to code — episode materials (Series #Leadership)

    Materials for Code of Leadership #82 with Nikita Belokopytov: returning to code, management skills, and the limits of agent autonomy.

  38. #AI4SDLC

    Harness engineering: how an experimental team at OpenAI reorganized development around agents for an internal product (Series #AI4SDLC)

    OpenAI’s experience with repository knowledge, verifiable architecture, agent tools, and Symphony. An invitation to Research Insights #35.

  39. #AI4SDLC

    Research Insights #34: handing work over between agent sessions

    An invitation to Research Insights #34 on handing work over between sessions of the same agent, based on Anthropic’s article.

  40. #AI4SDLC

    Warp: you corrected the agent. What did the system learn? (Series #AI4SDLC)

    How Warp proposes turning engineers’ corrections into skill updates, and why those instructions also need verification.

  41. #AI4SDLC

    Anthropic’s agent harness: handing work over between coding sessions (Series #AI4SDLC)

    Handing work over between agent sessions: logs, Git, requirements, and verified state. An Anthropic article discussion with an annotated PDF.

  42. #AI4SDLC

    Developers are becoming managers: a livestream with Andrey Dmitriev

    An invitation to a livestream with Andrey Dmitriev from JUG.RU on why developers are becoming managers.

  43. #AI4SDLC

    Conductor: how to conduct an orchestra of agents (Series #AI4SDLC)

    Charlie Holtz on managing multiple agents, mandatory human review, team knowledge, and the cost of switching attention.

  44. #Leadership

    Episode materials: how an engineer learns to negotiate — Sergey Kiselev (Series #Leadership)

    Materials for Code of Leadership #83: platform development through collaboration, team autonomy, hiring, and incident follow-up.

  45. #AI4SDLC

    SWE-agent: how an interface helps a model work with code (Series #AI4SDLC)

    SWE-agent and its ACI: SWE-bench Lite results, the cost of constraints, and the move to mini-swe-agent. Includes an annotated PDF.

  46. #AI4SDLC

    SWE-agent: how the interface changes the result / Research Insights Made Simple #33 (Series #AI4SDLC)

    A livestream on SWE-agent: code search and editing, feedback, context management, and the results of the 2024 experiments.

  47. #AI4SDLC

    Factory and HumanLayer: how much autonomy should agents have? (Series #AI4SDLC)

    How Factory and HumanLayer approach agent autonomy, delivery costs, code review, and team readiness.

  48. #AI

    One designer and hundreds of assets (Category #AI)

    What caught my attention in Vincent Wendy's talk about AI Engineer was the designer's willingness to change his processes and build his own tools when the workload becomes too large to handle manually.

  49. #AI4SDLC

    3 AImigo S1E8: AI-native companies — episode materials (Category #AI4SDLC)

    Recordings, audio editions, an edited recap, and a longread accompanying the conversation with Aleksey Litvinov and Evgeny Sergeev about people and agents, process redesign, and automation economics.

  50. Books

    While preparing to move, I started sorting through my books and clearing out my library.

    A brief recommendation of Scott Page’s “The Model Thinker” and a recollection of his Coursera course, which started the author’s enthusiasm for online learning.

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What's inside · manual May 2026 snapshot
4,500+
posts
30+
topic tags
5 years
of regular posting
1
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