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09:00
2026-09-09
dev.to
developer-tools

How to Use AI to Triage and Reproduce a Bug Report

A developer has detailed a four-step AI-assisted workflow for triaging and reproducing bug reports, using large language models to generate structured summaries, reproduction scenarios, failing tests,…

07:24
2026-09-09
dev.to
developer-tools

F3SPR

A developer's F3SPR extractor, which began as a feature in 2014 and became a standalone tool by 2019, has reached its third iteration in 2026, now using AI assistance for extraction and animation fram…

07:20
2026-09-09
dev.to
ai-agents

Your AI agent needs a runbook, not a vibe

A developer argues that AI coding agents need explicit runbooks, not general rules files, to handle risky operations like deployments safely. The post provides a template with preconditions, STOP cond…

07:18
2026-09-09
dev.to
artificial-intelligence

How to Get Your Content Cited by ChatGPT

An analysis of 129,000 domains reveals that ChatGPT citations are driven by a few quantifiable factors, with domain authority being the most significant. Sites with high domain trust scores averaged 8…

07:16
2026-09-09
dev.to
large-language-models

Designing an LLM Leaderboard That Can Survive Change

A developer's design memo argues that LLM leaderboards must separate signals like capability, coding, reasoning, and pricing to remain auditable. The memo recommends exposing measurement context, hand…

06:33
2026-09-09
dev.to
ai-agents

Shadow Agent Problem

An engineer highlights the 'Shadow Agent Problem,' where AI agents created with personal API keys can access internal systems without proper oversight. The proposed solution is to implement governance…

06:05
2026-09-09
dev.to
developer-tools

What to Check When Reviewing AI-Generated UI

A developer outlines key accessibility and usability checkpoints for reviewing AI-generated user interfaces, emphasizing proper label-input associations, unique IDs, accessible names for icon buttons,…

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