design: collegial coding agents — generative collaborative agent (supersedes #68) - #74
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bobbyhwilder wants to merge 2 commits into
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design: collegial coding agents — generative collaborative agent (supersedes #68)#74bobbyhwilder wants to merge 2 commits into
bobbyhwilder wants to merge 2 commits into
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…ersedes laude-institute#68) Supersedes PR laude-institute#68. Same proposal, substantially reframed after a design discussion with Andy (2026-08-26): - Drops "mind / hands"; the asymmetry is TEMPERATURE/HORIZON, not authority. Read the pair as an optimizer — coupled = annealing with a real fitness function = exploration that climbs. Keeps the one GAN idea worth keeping (the grounding gradient), drops the zero-sum → "generative collaborative agent (GCA)." - Decision authority is not shared: discuss/disagree/commit with Headlong deciding, decomposed — Headlong owns WHAT (stake + persistence), the agent leads HOW, a durability GATE owns SHIP; Headlong must be movable. - Adds reflexivity: the agent can modify Headlong itself, so substrate-access outranks goal-authority. Direction A (Headlong- initiated self-mod = growth loop) vs Direction B (agent rescue). Govern by what is edited: code (recoverable) vs trajectory (memory — sacred / append-only? the collaborator-vs-controller line). - Hermes vs Codex are opposite agency profiles (persistent overseer vs bounded executor); the widget picks the relationship. - Simplified to ONE pair first (Phase 1: Codex + one identity, prove Direction A on a real self-improvement); a fleet of pairs (`for harness in [...]: Headlong × harness`) — where the old four-way studio + anti-collapse guards live — is a follow-on phase. - Revises the CLI contract: the agent may commit / modify Headlong, but only through the gate (was: "the backend never pushes"). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Rework of the collegial-coding-agents doc after two critiques (Matei Zaharia on rigor/eval; George Heilmeier on jargon). The plain-language Heilmeier spine now carries the reader — a one-sentence summary and the Catechism order (what / how it's done today / what's new / who cares / risks / cost & time / exams) — with the technical framing woven back in, each term introduced once in plain words then used: - The optimizer view (high-temperature random walk + gradient descent = simulated annealing with a real fitness function = exploration that climbs). - The GAN lineage and why it's collaborative not adversarial — keep the loop shape and the gradient, drop the zero-sum → generative collaborative agent (GCA). - Temperature/horizon asymmetry (equal in respect, unequal in temperature); collapse vs divergence. - Reflexivity: editing Headlong's own code/memory is a deeper authority than picking goals; growth-loop (Headlong-asks) vs rescue (agent steps in). Concrete answers Heilmeier demanded: cost + time numbers, mid-term/final exams with the flip rate as headline metric and a Headlong-alone-vs-pair ablation, and the two former open questions turned into decisions — memory is append-only (add, never rewrite; write-ahead-log style), and check strength scales with reversibility. Scoped to ONE pair first; a fleet of pairs (with the anti-collapse guards) is a follow-on phase. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Supersedes #68. Please close #68 in favor of this — same proposal (
design/collegial-coding-agents.md), substantially reframed after a design discussion with Andy (2026-08-26). Self-contained single commit offmain.What changed vs #68
for harness in [...]: Headlong × harness) — where the old four-way studio and anti-collapse guards now live — is a follow-on phase.Two forks are surfaced as open questions rather than papered over: hard-vs-soft reality-veto, and is the trajectory sacred.
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