Continuous Dev Loopv6.2.0

A platform team uses Continuous Dev Loop to advance a legacy SaaS monolith in repeated bounded rounds, each round producing a verifiable slice and a machine-readable NEXT_SLICE. Durable LOOP_STATE.json and round-ledger.jsonl files ensure the next round can restart without chat memory, while budget and understanding debt checks prevent runaway refactors.

A fintech engineering organization adopts the governance layer to enforce budget caps, observability, and review cadence for every code slice. Each round appends structured evidence to an audit ledger and stops automatic continuation when understanding debt becomes medium or high, aligning with compliance requirements.

A health tech vendor uses the continuous dev loop to add small, verifiable slices to an EHR system while tracking understanding debt so no critical patient-data path changes without review. Roadmap phases with exit conditions guide which module is advanced, and conflict between explicit user priority and repo evidence triggers a stop-and-report.

Maintainers of a widely used open source library apply the loop to harden one behavior per round, with a single build/typecheck and a smallest behavior proof. The append-only round ledger records trace ids, verification results, and continuation decisions, enabling contributors to pick up the work without prior chat context.

A systems integrator uses the skill to drive ERP customization work in bounded slices, each leaving a NEXT_SLICE contract and updating roadmap-aligned state files. Multi-agent execution with exactly one coordinator and helper roles (implementer, verifier) keeps write ownership non-overlapping and avoids merge conflicts.

Offer a hosted or self-hosted service that manages LOOP_STATE.json, round ledgers, budget telemetry, and governance gates for engineering teams. Subscription tiers can unlock multi-agent coordination, review cadence automation, and audit exports.

Provide outsourced teams that run continuous dev loops against client repositories, delivering verified slices and machine-readable continuation contracts as a service. Clients pay for outcomes (merged slices or roadmap milestones) rather than hours.

Sell a governance plugin that enforces budget limits, understanding-debt tracking, and review gates on top of existing AI coding agents. The plugin writes audit-ready ledgers, making it attractive to regulated industries that need traceability for autonomous code changes.