PRs pile up when implementation outpaces review and merge capacity.
AI Software Factory
Turn faster coding into reliable delivery.
Codo engineers work alongside your team to improve one delivery workflow, building the agent context, test environments, checks and release controls it needs.
01 / The delivery gap
Faster implementation.
The same delivery bottlenecks.
Agent workflows vary by engineer without shared context, tools and checks.
Passing checks leave gaps in compatibility, production behavior and task acceptance.
02 / What we build
We build the workflow
around your agents.
Accepted task Scope & acceptance criteria ✓ Verified outcome Acceptance & runtime evidence
Plan & execute
Coordinate the work.
Shared harness conventions, repository context, tools and permissions. Task state and handoffs stay visible, with escalation to engineers.
Run & verify
Make verification repeatable.
Ephemeral environments with services, dependencies and test data. Contract, integration and E2E checks return evidence the next step can use.
Review & release
Carry changes to acceptance.
CI/CD integration, evidence-based release gates, rollout and rollback procedures. Runtime checks establish whether the intended outcome was reached.
Failed checks return to execution with evidence.
Runtime findings improve context and future checks.
Measured against your baseline
Is delivery actually improving?
Compare delivery results before and after the changes, using the success criteria agreed with your team.
Primary measure
End-to-end delivery time
Track elapsed time across the full workflow, including review, verification and release.
- Waiting & effort
- Review turnaround, time waiting and manual handoffs per completed task.
- Feedback & rework
- Time to an actionable signal, returned changes and repeated work.
- Release reliability
- Failed releases, recovery time and the production reliability measures relevant to the workflow.
03 / How we work
Start with one workflow.
Build it with your team.
Your engineers help choose the workflow, define acceptance and review changes. Together, we build the foundations and practice operating them.
Baseline
Choose one workflow, identify delays and agree on success.
What you get
Pilot scope, baseline and acceptance criteria.
Build
Implement the selected foundations with your engineers, inside your existing stack.
What you get
Working configuration, environments, checks and controls.
Operate & measure
Run real tasks, investigate exceptions and compare results with the baseline.
What you get
Measured results and priorities for the next iteration.
Own
Practice operating the workflow, changing checks and handling failures.
What you get
Configuration, runbooks and operating knowledge retained by your team.
Your team owns what we build
Repositories
Agent instructions, harness configuration, tests, contracts and repository knowledge.
Infrastructure
Environment definitions, delivery controls and runtime signals.
Team
Acceptance policies, decision points, runbooks and operating knowledge.
Automate repeatable work first. Expand agent responsibility as verification and controls become reliable.
04 / Start a conversation
Where does
delivery get stuck?
Bring one engineering workflow or milestone. We’ll discuss what can be measured, what needs to change and where a focused pilot could start.
hello@codo.tech ↗