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Notes

Short pieces about the methodology and architecture decisions behind the AI systems I ship — specs, evals, multi-agent orchestration, LLM integration, and the discipline of directing coding agents.

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Allagentsai-nativearchitecturebusinessevalmethodologyspecs
  • June 2, 2026

    Building got cheap. Ideas didn't.

    Coding agents removed the constraint that defined software for decades — the ability to build. When building gets cheap, the competition moves up the stack to the thing that was always the real bottleneck: taste, market judgment, and the nerve to ship. A field note on what actually wins now.

    • agents
    • ai-native
    • business
  • June 2, 2026

    Cheap code is the most expensive code

    The cost of changing software isn't constant — it follows a curve, and the shape of that curve is set by your architecture. Skipping SOLID, DRY, KISS, and DI doesn't save money; it moves the bill to later, with interest. Here's the economics, with the numbers.

    • architecture
    • methodology
    • business

Resources

  • Scorecard
  • Decision guides
  • Manifesto

© 2026 Fedor Chishchin. All rights reserved.