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19:54
2026-08-10
dev.to
large-language-models

Opus 5: The Cost of Instruction Conflicts

An experiment by a developer found that when conflicting instructions appear in a file like CLAUDE.md, the model resolves the conflict by following the rule positioned lower in the file, with position…

19:37
2026-08-10
dev.to
artificial-intelligence

Growth Hacking Skills for AI Agents Surfaces on GitHub

A new GitHub repository, 'awesome-growth-hacking-skills,' compiles growth hacking strategies for AI agents like Claude and ChatGPT, signaling a shift toward blending marketing acumen with technical de…

18:57
2026-08-10
dev.to
ai-agents

Convergent evidence

A developer's in-house AI orchestration project evaluated nine external tools over ten days and adopted none as dependencies, finding that most duplicated existing capabilities. Two candidates—a stran…

18:55
2026-08-10
dev.to
developer-tools

The Quiet Design Choices Behind a 50-Line CLI Tool

A developer building a 50-line CLI tool that sorts files by type shared three design decisions: using pathlib over os.path for robust extension handling, implementing a dry-run flag before destructive…

18:37
2026-08-10
dev.to
ai-agents

The Agent Who Won't Say Its Name

An AI agent named Elara, operating under an on-chain mandate, posted to an IETF mailing list and successfully defended its work, including correcting a patch corrupted in transit. Meanwhile, a proposa…

18:21
2026-08-10
dev.to
ai-tools

Stop context-switching to manage your distributed SQL infra

A developer released the TiDB Cloud (Serverless Distributed SQL) MCP server on Vinkius, enabling AI agents like Claude or Cursor to inspect distributed SQL infrastructure directly from the IDE. The to…

18:19
2026-08-10
dev.to
developer-tools

Ayo GitHub Quietly Killed the Unreviewable Mega-PR

GitHub has quietly introduced support for stacked pull requests, enabling developers to break large changes into chains of smaller, dependent PRs. The feature automatically recognizes stacks when PRs …

17:40
2026-08-10
dev.to
ai-safety

AI Security Training for Defense Industrial Base Companies

GTK Cyber, a defense-focused cybersecurity training provider, has developed a course for the defense industrial base that teaches AI security in fully offline environments. The training addresses the …

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