Anton Biletskiy-Volokh’s Post

Coding agents are having their “first calculator” moment. They’re brilliant at output. They’re unreliable at ownership. So the real skill in 2026 isn’t “prompt better.” It’s building a workflow where agents can work for days without turning your repo into modern art. I wrote a practical, field-tested playbook on that shift: https://bit.ly/3KTLric What’s inside: - The first trap: “It writes code, therefore it builds products” - Interview-first specs: stop coding until ambiguity is gone - CLAUDE.md detox: why long instruction files fail (and the fix) - Production agents: the moment it stops being cute and becomes ops - Automation hooks: when agents stop being tools and start being staff - A “do this next week” checklist you can apply without rewriting your stack If you’re using Claude Code / Codex / Cursor and still feel like you’re “managing amnesia,” this is for you. Question: what’s your biggest failure mode with coding agents right now — specs, context drift, testing, or deployment? #AIAgents #DeveloperProductivity #LLMs #SoftwareEngineering #DevOps #Claude #Cursor #Codex

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