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Dev.to

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13:52
2026-09-25
dev.to
ai-agents

A security checklist my coding agent has to run

A developer built an open-source security checklist for coding agents that pairs each of its 82 controls with exactly one runnable verification step, so a control is only considered done once its step…

13:37
2026-09-25
dev.to
developer-tools

Your Tests Pass. So Does the Wrong Code

A developer built TestSlop, a tool that takes a code diff and finds a nearby alternative implementation—an "Evil Twin"—that behaves differently but still passes the same test suite, then reports the i…

13:16
2026-09-25
dev.to
ai-agents

AI Agents Don't Fail at Reasoning — They Fail at State

A developer argues that most production AI agent failures stem not from poor model reasoning but from orchestration loops treating the chat transcript as ground truth, since transcripts are lossy summ…

12:53
2026-09-25
dev.to
ai-agents

When Code Is Cheap, Understanding Becomes the Bottleneck

Dev.fast released Whiteboard, an open-source desktop app that connects coding agents such as Claude Code and Codex to a shared visual workspace where agents draw architecture, sequence diagrams and tr…

12:50
2026-09-25
dev.to
ai-agents

Your Git workflow probably doesn't need to change for AI

A peer-reviewed study presented at EASE 2026 analyzing 33,596 AI-agent-authored pull requests in GitHub repositories with at least 100 stars found that 61.38% received no recorded review activity, ris…

12:42
2026-09-25
dev.to
ai-agents

On Jev and Athletics

A developer has integrated Jev, a decision-making tool from TypeSafe, into The Pipeline Framework (TPF) to handle small, fast, cheap decisions over supplied data rather than relying on a single large …

12:13
2026-09-25
dev.to
ai-agents

I Built an AI-Driven Component Library with Web Components

A developer released AWC UI, an MIT-licensed Material Design 3 Web Components library built with Stencil that ships AI-oriented context alongside its code, including per-component manuals, machine-rea…

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