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Dev.to

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07:15
2026-09-24
dev.to
ai-safety

The five blind spots in AI governance nobody instruments for

A developer who has been building in the AI governance space outlines five structural blind spots that current tooling fails to instrument: shadow AI running outside sanctioned policy, prompt-level se…

07:14
2026-09-24
dev.to
artificial-intelligence

Meet Jev: The AI That Refuses to Chat With You (On Purpose)

TypeSafe AI, a startup founded by a former ChatGPT contributor, has released Jev, a non-conversational AI model that returns a single answer from a predefined set of choices along with a confidence sc…

06:44
2026-09-24
dev.to
ai-agents

Best use cases for Jev

TypeSafe has released Jev, a small, fast model designed to answer structured decision questions about a given state rather than generate text, priced at $0.042 per million input tokens with no output-…

06:15
2026-09-24
dev.to
ai-agents

How Many LLM Agents Does It Take to Screw In a Lightbulb?

A developer argues that stacking fallible LLM agents into reviewer, verifier, coordinator and supervisor roles produces "distributed misunderstanding" rather than reliability, since each added agent i…

05:54
2026-09-24
dev.to
ai-agents

Your AI agent has more permissions than your users

A developer built hallpass, a self-hosted authorization service that checks whether a specific user is permitted to perform an action in systems like Jira before an AI agent's tool call executes. Rath…

05:52
2026-09-24
dev.to
ai-agents

Your tests share your blind spots. Readers don't.

A developer building Infrawise, an MCP server that gives coding agents context about live infrastructure, disclosed that a name-matching linker shipped with a green test suite for 82 days while carryi…

05:27
2026-09-24
dev.to
ai-safety

The Cleaner vs Data Leaks: Sanitizing LLM Context

A developer has released avantGate, an open-source in-process security layer that sanitizes LLM context before it reaches external model providers. The tool masks PII such as emails, IBANs, and EU NIR…

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