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Docs every release

Complete release docs. Every time.

Changes aggregated, impact assessed, changelogs generated, stakeholders notified. Complete documentation for every release without the tedium.

Where it breaks today

Changelog creation tedious, often skipped. No visibility into what's in each release. Rollback decisions lack context. Changelogs skipped. Rollback decisions blind.

The fix

We document every release automatically with risk assessment and stakeholder communication.

What we build

An agent is a stack.

01

Automated release documentation

All changes since last release aggregated. Impact assessed by type and risk. Release notes and changelogs generated.

  • Change aggregation since last release
  • Impact assessment by type and risk
  • Release notes generation
  • Changelog creation
Core
02

Release coordination

Pre/post-release checklists tracked. Stakeholders notified appropriately.

  • Pre/post-release checklist tracking
  • Stakeholder notification
  • Risk-based release assessment
  • Complete documentation every release
Module

How it works

Aggregate. Assess. Publish.

01

Release triggered

New release kicks off the documentation pipeline.

Step 1
02

AI documents everything

Changes aggregated, impact assessed, notes generated.

Step 2
03

Stakeholders notified

Release notes published, team notified, checklist tracked.

Step 3

What it delivers

Outcomes, in weeks.

Minutes instead of hours for changelogs
Complete documentation every release
Reduced release incidents

Before → After

Changelog creation: Tedious, often skipped

Minutes, every release

Before → After

Release visibility: None

Complete documentation

Before → After

Rollback context: Missing

Full impact assessment

No lock-in

Built in your stack.

Live in 3-4 weeks. You own the system — sovereign, no vendor lock-in.

  • Version Control (GitHub, GitLab, Bitbucket, etc.)
  • CI/CD (Jenkins, GitHub Actions, GitLab CI, etc.)
  • Project Management (Jira, Linear, Asana, or your tool)
  • Team Communication (Slack, Teams, or your tool)
  • Status Pages (Statuspage, Instatus, or custom)
  • Runtime & Orchestration (Trinity by Ability AI)

Questions

Questions about release management

What goes into automated changelogs?

All commits since last release, categorized by type (features, fixes, breaking changes), linked to Jira tickets, and formatted for different audiences (technical/stakeholder).

How does risk assessment work?

Changes analyzed for impact: breaking changes flagged, database migrations noted, API changes highlighted, dependency updates categorized. Risk level assigned automatically.

What results should we expect?

Engineering teams typically save 2-4 hours per release on documentation (50-100 hours/year for weekly releases = $10K-$20K in capacity). Plus complete documentation reduces release incidents by 20-30% and speeds rollback decisions by 50%.

How long does implementation take?

3-4 weeks from kickoff to production. Week 1: CI/CD and repo integration. Week 2: Changelog templates and stakeholder mapping. Week 3-4: Testing and deployment.

Do we own the system?

Yes. You own the system. We build the infrastructure in your stack, hand over the keys, and you own it forever - no vendor lock-in.

Start here

Bring one workflow.

A 30-minute working call. We’ll map this workflow to an agent stack and tell you honestly whether it’s worth building.

Release management

Complete docs every release

Automated changelogs, risk assessment, and stakeholder notification. Complete docs every release.