Projects

Forkable automations with an outcome, proof outputs, replay commands, permission scopes, and agent handoff.

3 public blueprints

This week

Weekly revision - week of Oct 19, 2026

The weekly knowledge desk published 2 reviewed updates on Oct 26, 2026.

Coding Agent Cost ControlsConfirmed
Agent delegation and harness design cut coding-agent costs
Verifiable AI Coding WorkflowConfirmed
Guides turn coding-agent work into bounded tasks with verifiable outputs

Featured blueprint

Outcome: Turn public repository observations and ecosystem references into a ranked repository radar and a navigable map of the wider production AI stack.
Wow moment: One HTML or JSON route exposes 244 ranked repositories with the edition that admitted each, 71 dated Trending growth observations, and 98 official tool links across 13 capability lanes and nine production-depth levels.

candidateB2locally-reproduced246 sourcesRelated shift

Time to first result: One local content pass plus a GitHub metric refresh
Estimated cost: Free, except the curation time and GitHub metric refresh
Code level: AI engineer, developer advocate, or technical editor
Write actions: Public site content only after owner-approved deployment
Proof outputs: 6 fixtures, 5 replay commands
Bottleneck: GitHub metrics drift quickly; every refresh needs a current GitHub read and an AI-engineering relevance pass.
Last verified: Oct 28, 2026

Reduce cost per completed coding task without relying on every prompt to say 'read less'.

Turn an implementation idea into a bounded coding task with checks and reviewable evidence.

Status: candidate
Buildability: B2 engineer-repeatable
Time: 1-2 hours in a prepared repository
Cost: Low to medium, depending on model and test loop length
Write actions: Local file edits only; commits and deploys remain explicit approvals
Proof: locally-reproduced

Every blueprint follows the same five-part contract.

Agent handoff

Blueprint Markdown/projects/[slug].md

Build brief/projects/[slug]/build-brief.md

Acceptance checklist/projects/[slug]/acceptance.md

Proof contractproof.fixture_outputs[]

Project contract/projects/[slug].json