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Dev.to

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00:55
2026-07-17
dev.to
artificial-intelligence

How QA Testers Are Actually Using AI in 2026 (Prompts Included)

A developer reports that QA testers who write specific, testing-focused prompts are getting significantly more useful AI output than those using generic prompts. The key insight is that prompts encodi…

00:43
2026-07-17
dev.to
artificial-intelligence

A Good AI Code Reviewer Knows When to Stay Quiet

A developer shared in a DevOps discussion that an AI code reviewer on a Node and React project repeated style complaints, commented on outdated code, and missed a null check that caused a crash, requi…

00:35
2026-07-17
dev.to
ai-agents

Beyond Chatbots: Wrapping My RAG Agent in an MCP Server

A developer built a custom MCP (Model Context Protocol) server that exposes tools to AI agents, including a RAG search tool that queries a separate FastAPI service. The architecture enables AI agents …

00:31
2026-07-17
dev.to
ai-safety

AI agent has more write access than the newest hire

A developer built a 'gatekeeper' pattern to prevent AI agents from executing destructive SQL commands on live databases, after an LLM tried to drop a table on an ADX cluster. The approach enforces a h…

22:49
2026-07-16
dev.to
ai-safety

What if the safest Kubernetes fix is no fix at all?

A developer has built a calibration and abstention benchmark for K8sGPT-backed Kubernetes SRE workflows, testing whether the system can recognize uncertainty and avoid unsafe actions. The benchmark in…

22:16
2026-07-16
dev.to
ai-agents

From First-Run Drop-Off to First Useful Agent Run

The Agentic AI Foundation, hosted by the Linux Foundation, is promoting AGENTS.md as a simple open format to improve first-run success for coding agents. By providing repo-specific instructions, AGENT…

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