Questions answered from the Desk: the short answer first, the filed sources behind it.
4 collections
Compare options for a decision.
12items
Short answerIf you want a local harness that splits, tests and merges work, pick CodeAF. If you want a small MIT base to extend yourself, pick Pi 1.0. If you want agents callable from CI without hosting anything, pick epho. If you run several CLI agents at once, pick Orca.
Find the right tool for the job.
6items
Short answerDecision models after Jev split by job. Some take text, images, audio or video and return confidence scores or typed fields in one pass. Others return typed decisions or probabilities for software to branch on, and one scores fixed answer options for fast routing and classification.
Follow what changed and what to do next.
6items
Short answerOne item forces a move: Deno Deploy shuts down six months after the 9 October 2026 announcement, so plan for Workers. The rest are optional. cf, Artifacts and tsrs are open beta or experimental, Clairic is a preview, and Clef-omni is open weights. Clef users get a faster Clef, and Clef-flash gets cheaper but its context drops from 64k to 24k.
Explore a subject in a useful order.
10items
Short answerStart with Creed, the simplest starting point: one file gives every connected agent the same personal context. The path then moves through self-hosted markdown memory, memory as its own service, versioned memory a person can review, and vendor engines, to end at Zep’s governed context layer across business data, documents and conversations.
