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Dev.to

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05:15
2026-09-17
dev.to
ai-agents

Freeze a Holdout Before You Quote a Coding-Agent Score

A developer has published a protocol for scoring coding agents that requires freezing a holdout task suite before any prompt or tool tuning, arguing that pass rates published after iterating on the sa…

04:51
2026-09-17
dev.to
ai-agents

The idle-parent trap on LLM Agents

A developer's analysis of LLM agent orchestration found that idle parent agents on Codex burn tokens polling for worker completion because the runtime lacks event-driven wake-ups, with one run issuing…

03:17
2026-09-17
dev.to
ai-agents

Is 'Chunkless RAG' Actually Solving the Right Problem?

A developer argues that IBM's promoted 'Chunkless RAG' approach, in which an AI agent navigates parsed document structure instead of retrieving fixed-size embedded chunks, is oversold for real-world p…

03:05
2026-09-17
dev.to
generative-engine-optimization

AI thought my company was a typo. Here's what I measured.

A developer at the brand-monitoring startup Luxcerta ran the company's own AI-visibility method on its week-old brand and found that Gemini, with web grounding enabled, misidentified "Luxcerta" as a t…

02:37
2026-09-17
dev.to
ai-tools

Stop collecting AI prompts — run a weekly shipping loop

A developer advocates replacing open-ended AI prompt collecting with a weekly "shipping loop" — a five-to-fifteen-minute review ritual that forces one honest shipped outcome and one clear bet for the …

02:22
2026-09-17
dev.to
ai-agents

My First AI Judge Interview: What Could Possibly Go Wrong?

A developer built Praxi Clew, an AI-assisted financial decision tool, for HackerRank's September 2026 Orchestrate hackathon and was then interviewed by HackerRank's AI judge, Chakra, about how the imp…

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