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Dev.to

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15:41
2026-10-19
dev.to
artificial-intelligence

RAG Answers: 4 Controls to Store Source URLs and Add Citations

A developer outlined a citation architecture for retrieval-augmented generation that treats citations as data lineage rather than prose decoration, storing a stable document_id and chunk_id with page …

15:32
2026-10-19
dev.to
developer-tools

The 60-Second Check Before Every npm install

A developer published a six-step pre-install checklist for vetting unfamiliar npm and PyPI packages, built around registry queries such as `npm view` and the PyPI JSON API. The checklist covers exact …

15:32
2026-10-19
dev.to
ai-agents

Why your AI agent's memory says it saved but didn't

A developer documented a state-assertion bug in agentmemory, an open-source memory system for coding agents, in which the MCP shim wrote saves to a local fallback file (~/.agentmemory/standalone.json)…

15:01
2026-10-19
dev.to
ai-agents

Expose Next.js functions as MCP tools with Dendra

A developer built Dendra, an open source MIT-licensed TypeScript framework that lets a single procedure definition—input schema plus handler—be exposed both as a Next.js API route and as a Model Conte…

15:00
2026-10-19
dev.to
ai-tools

Make AI website edits easier to check

A developer built Pulse, a $39 one-time desktop workspace for macOS and Windows that combines an AI chat, code editor and live preview so AI-driven website edits can be checked as they happen. The too…

15:00
2026-10-19
dev.to
artificial-intelligence

Hugging Face Official Benchmarks: Daily Update 2026-10-20

A public leaderboard map tracking Hugging Face official benchmarks reported 49 benchmarks and 1,107 leaderboard entries as of October 20, 2026. FINAL-Bench's Darwin-180B-RSI held the most top spots wi…

14:10
2026-10-19
dev.to
ai-agents

Day 6: The blind spot in my own blind-spot detector

A developer building an audit hook for Claude Code found that the tool's verification logic has a blind spot: when an agent claims to have fixed something in a file that was written during the session…

14:09
2026-10-19
dev.to
ai-agents

How to Make an Agentic Loop Converge in AI Code Review

The Claude Code team at Anthropic documented a pull-request review flow in which a coding agent and an AI reviewer iterate until findings are fixed or resolved, with one CLI PR running more than fifty…

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