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Dev.to

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18:59
2026-10-11
dev.to
ai-agents

Harden-CI: Protect your CI/CD

A developer released Harden-CI, an open-source, agent-readable checklist that walks an AI coding agent through 16 steps to harden a CI/CD pipeline, from code to production. The project requires no ins…

17:56
2026-10-11
dev.to
ai-tools

Latency in Voice AI: Why It Matters and How to Fix It

A developer outlined techniques for cutting text-to-speech latency, breaking the delay into network round-trip (20–200 ms), server processing (50–300 ms), client buffering (10–50 ms) and hardware cons…

17:55
2026-10-11
dev.to
artificial-intelligence

week 1 dev challenge

A developer built Touch Grass, an AI-powered plant companion that lets users photograph a plant and receive structured information about its identity, health, symptoms, causes, and care recommendation…

17:54
2026-10-11
dev.to
ai-tools

CrackLife: Discover the Hidden Ecosystems of Your City 🌱

A developer built CrackLife, a local-first AI urban nature field guide prototype in Python and Streamlit that generates structured observation quests and keeps a private field journal on the user's ma…

17:54
2026-10-11
dev.to
generative-ai

Step Outside: An AI That Tells You When to Stop Scrolling

A developer built Step Outside, an open-source web app that nudges users away from their screens: after a configurable idle period it issues a Gemma-generated outdoor challenge, accepts one photo, rep…

17:25
2026-10-11
dev.to
artificial-intelligence

Building Better RAG

A developer outlined a four-part engineering approach to making retrieval-augmented generation (RAG) systems production-ready, arguing that most RAG failures stem from retrieval rather than generation…

17:25
2026-10-11
dev.to
ai-agents

Treat CLAUDE.md like a migration script, not a README

A developer argues that agent instruction files like CLAUDE.md, AGENTS.md and .cursorrules should be treated as runtime configuration rather than human-facing documentation, because agents read them a…

17:22
2026-10-11
dev.to
machine-learning

Maati: a little tree that nudges you back outside

A developer built Maati, an open-source web app and optional Windows desktop companion that tracks screen time and nudges users outside with small, time-of-day-appropriate missions. The stack pairs a …

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