From tagged ticket to reviewed pull request.
Sparks is an agentic harness that turns Azure DevOps and Jira issues into PRs in 3–5 minutes. Self-evaluating. Multi-IDE. Runtime-agnostic. Built so a Spark cannot run away.
Tag the ticket. Review the PR.
Five stages inside a bounded GitHub Actions run. Every stage is gated by budget. Every PR carries a self-evaluation verdict.
1 · Decide
Agent reads the PBI, picks the right profile (UI / BFF / Backend / QA), plans the approach. No human in the loop until the PR opens.
2 · Code · Test · Review
Generate diff, run tests, self-evaluate against acceptance criteria. Quote the diff as evidence. Retry up to 3× if review fails.
3 · Open PR
PR opens with structured body: per-AC PASS/FAIL verdict, cost telemetry, decision log. The needs-human label flags anything self-eval couldn't confirm.
Free where it earns adoption. Paid where it earns its keep.
MIT-licensed core. ADO + Jira basic. Self-eval, budget gates, one runtime, reference bridges. Enough for a 10-person team to ship Sparks in production.
Get on GitHubMulti-IDE adapters (Cursor, Claude Code, Codex), Jira advanced, Linear · ClickUp, telemetry dashboard, framework skill packs. For 10–100 dev teams.
Join the waitlistSSO · SCIM, audit logs, hosted SaaS, multi-runtime orchestration with fallback, dedicated support & SLA, custom agent profiles. 100+ dev orgs.
Talk to usWe'll set up Sparks at your company.
2 weeks. Bounded scope. Real metrics.
Pilot engagements include ADO/Jira integration, agent profile tuning for your stack, harness customization, team training, and Phase 1 metrics report.