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Software Factory is a 24/7 autonomous system that connects AI agents across the software development lifecycle, from intake and triage through planning, execution, validation, shipping, monitoring, and recurring automation.
Software Factory is in private preview. To request access, fill out the form at factory.ai/contact or contact your Factory account team.
Software Factory overview dashboard

What Software Factory is

In the Factory App, Software Factory gives teams one place to track that system: live metrics, connected integrations, repository coverage, stage health, and persistent automations.
StageWhat it covers
TriageClassify inbound work, reduce duplicates, and route items.
Code-genConnect requests from Slack or issue trackers to implementation sessions.
ValidateRun code review, security review, and QA before merge.
ReleaseTrack deployment gates and ship workflows as they become available.
DocumentKeep repository knowledge current with AutoWiki.
MonitorConnect incidents, alerts, and agent effectiveness back to engineering work.

When to use Software Factory

Use Software Factory as a centralized view into product health across your software delivery lifecycle:
  • Which SDLC stages already have automation coverage.
  • Which repositories, integrations, or stages need setup.
  • Whether review, QA, docs, triage, and incident workflows are healthy.
  • How much work Factory processed over time.

Manage coverage across the SDLC

Open Software Factory to see your delivery lifecycle as an automation coverage map. Each stage shows what is already connected, what is healthy, and where to add coverage next. Use the dashboard to:
  • Switch between different time ranges.
  • Scan impact metrics and stage health.
  • Filter by integration, including GitHub, Slack, Linear, and GitLab.
  • Open a stage to review templates, automations, and covered repositories.
  • Create missing automations from the stage detail page or the Automations page.
Repo-backed stages show repository coverage, so you can see which repos are covered by workflows like Code Review, QA, Security Audit, and AutoWiki.
StageTemplates and setupCoverage shown
TriageTriageIntake automation coverage
Code-genSlack and Linear delegationIntegration coverage
ValidateCode Review, QA, Security AuditRepository coverage
ReleaseRelease workflows as availableRelease status
DocumentAutoWikiRepository coverage
MonitorIncident Response, Agent EffectivenessIncident and efficiency coverage

Metrics and coverage

Automation metrics

Software Factory gives you a live view of automation impact across the SDLC with metrics such as:
Software Factory automation metrics
MetricWhat it indicates
Tickets TriagedTickets classified, deduplicated, or routed by triage workflows.
PR ValidationsQA and code review checks run against pull requests.
PRs MergedPull requests merged in the selected time range.
Incidents ProcessedIncidents, errors, or alerts handled by incident-response workflows.
Use these metrics to see where automation is moving work forward and where your team may need more coverage.

Health and coverage

Use health and coverage to spot where Software Factory is ready to run and where setup is missing.
  • Health shows whether a stage has the integrations and automations it needs.
  • Coverage shows where those automations apply, such as which repositories are covered for Validate or Document.
If something is missing, open the stage to connect the integration, add the repo or channel, or create the expected automation.