§ 03 · in production · 4 platforms
One pattern. Different domains. Production traffic since 2024.
Each platform below earned the playbook from a different direction — law, education, discovery, finance. Where the shapes differ is exactly what the pattern had to survive.
- EzyLegal — a drafting and case-memory platform for Australian litigators.Extracts facts and builds case context from legal documents, then drafts pleadings and procedural work against that context — the lawyer's edits are the system's memoryplatformOpen →
- Thynkr — adaptive learning for Australian Year 11 and 12 students.An adaptive study platform where every student interaction refines a per-learner model that drives question selection, tutoring, and pathway adviceplatformOpen →
- Unearth — expert discovery interviews at scale.Conducts multi-session discovery interviews with domain experts and extracts structured product requirementsplatformOpen →
- Vesti — a multi-agent research desk for retail micro-cap investors.Seven agents scan, score, and synthesise micro-cap opportunities into a written thesis the investor accepts, rejects, or defersplatformOpen →
signature transition · bone → ink
Scroll from narrative into architecture. The page is telling you the mode has changed.
// the shared skeleton
Every platform above composes the same six primitives.
ember border marks the human-in-the-loop — the irreducible thermodynamic cost
Events stream in. A skill dispatches. State is a projection over the stream — never a mutable row. Context feeds the skill from three tiers. The human accepts, edits, or rejects; that decision is the ember. The meta-agent reads the deltas and edits the skill. Pick a platform above to see which primitives it stresses most.