📰 Dev.to · Vitaly D.
Articles from Dev.to · Vitaly D. · 3 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (9011)
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Dev.to · Vitaly D.
3d ago
AI Agents Need Permission Boundaries, Not Personalities
Most agent runtimes add more roles. punk starts from a harder premise: trust comes from boundaries, durable state, and proof.
Dev.to · Vitaly D.
1mo ago
From Plugin to Product: How Herald Became Sift and Why the Data Model Changed Everything
A local news plugin worked until it didn't. The fix was a different data model, language, and delivery surface.
Dev.to · Vitaly D.
1mo ago
Herald v2: Local-First News Intelligence for AI Agents
How I built a 4-stage news pipeline that clusters articles into stories using title similarity, all in stdlib Python with SQLite.
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