The agent-native software factory
Guides on building, governing, and scaling an agent-native software factory, plus write-ups of the podcasts and talks behind the ideas.
AI Coding Agents
Maintenance
Removing stale feature flags with coding agents
Feature flag cleanup is a cross-cutting maintenance task. Learn how coding agents can prove a flag is stale, remove both branches, and validate the resulting behavior.
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Observability
Coding agent observability that reviewers can verify
Coding agent observability work needs stable signal names, bounded cardinality, and behavioral evidence. Learn how to review instrumentation changes.
Read articleEngineering Management
Analytics
Coding agent productivity metrics that matter
Coding agent productivity metrics should connect cost and usage to delivery, quality, and business priorities. Measure outcomes without rewarding code volume.
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Engineering Management
Coding agent task specifications that work
A coding agent task specification needs a bounded outcome, repository context, acceptance criteria, and verification steps. Use this practical structure for delegated work.
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Developer Experience
Coding agents in monorepos, with clear boundaries
AI coding agents in monorepos need explicit package boundaries, local instructions, dependency graphs, and affected tests. Make large repositories easier to change safely.
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Software Delivery
Cross-repository coding agent coordination
Cross-repository coding agents need explicit dependency order, isolated workspaces, compatible changes, and release evidence. Use this plan for coordinated updates.
Read articleEnterprise AI
Software Factory
What enterprise software teams build with Factory
Published Factory case studies show enterprise software work across modernization, secure packages, financial products, search infrastructure, and day-0 launches.
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Software Factory
Enterprise software modernization beyond the demo
Enterprise software modernization needs clear scope and reviewable evidence. Comarch’s published migrations show how Factory Missions fit that work.
Read articleFactory Private
Enterprise AI
EU AI deployment beyond the regional endpoint
EU AI deployment requires separate decisions about session content, inference, identity, and control-plane ownership. Compare regional Factory hosting with Factory Private.
Read articleEngineering Management
Testing
How to evaluate coding agents on your codebase
Evaluate coding agents with representative tasks, reproducible environments, independent acceptance checks, and a record of cost and human intervention.
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Engineering Management
Evaluating self-improving software after release
Evaluating self-improving software requires stable checks and comparable work. Connect workflow changes to accepted outcomes, human correction, cost, and later failures.
Read articleComparisons
AI Coding Agents
Factory and Claude Code: compare completed work
Compare Factory and Claude Code token efficiency using accepted changes, billed usage, cache behavior, and reruns. Keep model and harness effects separate.
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