API Documentation Agent
Generates and keeps OpenAPI specs, SDK docs, and quickstarts in sync with your code.
Features
5
Tech
9
Steps
5
API Documentation Agent
Capabilities
What this agent does
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Spec from source
Reads route handlers, generates OpenAPI 3.1 automatically.
Feature 02
Auto-published portal
Mintlify/Stoplight site re-builds on every merge.
Feature 03
Example generation
curl, JS, Python, Go examples for every endpoint.
Feature 04
SDK regeneration
Typed clients rebuilt on every API change.
Feature 05
Changelog automation
Drafts a human-readable changelog from diffs.
Stack
9 technologies we use
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
How the agent flows
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
API Documentation Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
How we roll it out
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
- 01
Code annotation pass
Lightly annotate handlers (or use frameworks that emit specs).
- 02
Initial spec
Agent generates full OpenAPI; engineers review.
- 03
Portal setup
Hosted docs portal connected to the spec repo.
- 04
SDK pipeline
Per-language clients auto-published to npm/pypi.
- 05
Drift guard
CI breaks on undocumented endpoints or breaking changes.
Outcomes
What you can expect
Real numbers we see when API Documentation Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
−35%
PR cycle time
Reviews land in minutes; trivial issues auto-fixed.
Outcome 02
+40%
Bug catch rate
Pre-merge, vs the previous review process alone.
Outcome 03
−50%
MTTR
Mean time to resolve incidents after agent investigates first.
Sample use cases
What this looks like in practice
Three concrete scenarios where teams deploy API Documentation Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
Always-on senior reviewer
Every PR gets an inline review for bugs, security, breaking changes — junior engineers ship safer code, seniors spend review time on architecture.
First-responder on every page
When PagerDuty fires, the agent correlates logs + metrics + recent deploys, drafts the incident summary, runs read-only diagnostics, posts to Slack.
Migration at scale
Framework or major-version upgrade across hundreds of files — agent applies AST codemods, fixes the edge cases LLM-style, opens reviewable PRs per module.
Typical engagement
From kickoff to live in 4-8 weeks
Most API Documentation Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
Pilot
- Discovery + playbook write-up
- Tool design + guardrails
- Eval suite + sandbox deploy
2-4 weeks
Production
- Hardened deploy on your stack
- Observability dashboard + alerts
- Two-week supervised mode
Ongoing
Handover & support
- Runbook + team training
- Monthly tuning + eval review
- Pause or expand any time
Indicative range
$3,000 — $8,000
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $1,000/wk
Embedded retainer — best for evolving scopes.
Also in Engineering
Related agents
Often deployed alongside — or instead of — API Documentation Agent.
Code Review Agent
Reviews every PR for bugs, security holes, style, and breaking changes — leaves inline GitHub comments.
View detailsDevOps & Incident Response Agent
Diagnoses alerts, correlates signals across logs/metrics/traces, runs runbooks, drafts the postmortem.
View detailsSecurity Audit Agent
Continuous code, infra, and dependency scanning — finds and prioritises real risk, not noise.
View detailsDatabase Optimization Agent
Watches your slow query log, suggests indexes, rewrites queries, monitors plan regressions.
View detailsReady to ship API Documentation Agent?
Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.