
Jev Is Not a Chatbot: Build AI Decisions Into Your Product
Jev is not a cheaper chatbot but a structured decision engine. Use batching, confidence thresholds, and clear system boundaries to build with it.
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Writing on AI, design, product thinking, workflows, and the systems behind better digital work.
Total records: 23
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Trackable topics: 41

Jev is not a cheaper chatbot but a structured decision engine. Use batching, confidence thresholds, and clear system boundaries to build with it.

OKF shows why stronger models are not enough: AI agents need shared, portable context that humans can still read.

AI Agents are fast, but real work depends on intent, context, judgment, and accountability. That is still a human role.

Most CLAUDE.md files try to do too much. Here is the shorter, more practical version that actually helps in a real codebase.

Most custom AI skills fail because the routing, instructions, and scope are weak. Here are the six patterns that make them usable.

OpenAI Symphony shows how Linear and ticket based workflows can become the control plane for AI coding agents.

A practical guide to building your first real AI agent with projects, instructions, and tools, without writing code.

A simple REM-sleep pass for Claude to turn raw session transcripts into durable project memory.
How I turned Claude Code from a default AI assistant into a personalized workflow — 9 skills, 55 plugins, daily routines, and the philosophy behind it all.