Harness engineering for AI session continuity — cross-tool handoff governance for Codex, Claude Code, and Gemini CLI. PLAN→READ→CHANGE→QC→PERSIST workflow with anti-drift guardrails.
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Updated
Apr 20, 2026
Harness engineering for AI session continuity — cross-tool handoff governance for Codex, Claude Code, and Gemini CLI. PLAN→READ→CHANGE→QC→PERSIST workflow with anti-drift guardrails.
Contexta turns codebases into curated context packs for debugging, reviews, onboarding, refactors, and AI handoffs. It analyzes project structure, detects technologies, surfaces risks and hotspots, and exports structured Markdown through a cross-platform GUI + CLI.
Structured handoff documents for AI coding agents. Type /handoff to generate session summaries for seamless AI-to-AI continuity.
CRUMB is the copy-paste AI handoff format. Switch AIs without losing the plot.
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