Agentic Coding

83 summarised stories about Agentic Coding, each linking back to the original source. Browse all topics →

Key players

Anthropic OpenAI Claude Code Claude Google Codex

Tuesday, 15 September 2026

Agentic Coding Is Straining CI. Here's How We Scaled Test Impact Analysis at Anthropic

Claude 1 month ago 4 ● 2 sources

Anthropic engineers scaled their deterministic test impact analysis service after agent-driven CI growth caused the test-result listener to fall behind and make the selector use stale data. CI jobs rose 25x over six months, forcing multiple emergency patches that bought 70 days, then 29 days, then under 1 day. They redesigned the system to use an in-memory database with stateless, horizontally scalable listener workers and a separate consumer to roll up per-test history, stabilizing it after a three-week rebuild.

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AI Infrastructure Anthropic Agentic Coding

Do You Still Read the Code?

zanlib 1 month ago 35 ● 7 sources

The article argues that software teams using AI-assisted programming are choosing between “accelerators” that keep enough understanding to read and maintain generated code and “vibecoders” that rely more on specifications and treat implementation as disposable, creating long-term maintenance and accountability risks when expectations aren’t aligned. It notes that agents may add tests that make them take three times longer to run. The result is a shift in how engineers manage intent, context, and responsibility over code changes, with the author urging clear boundaries before mixing approaches on the same team.

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Developer Tools AI Coding Agents Agentic Coding Code Generation

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