Agents that build. Checks that hold.
Generation, validation and controlled tool use in an engineering workflow.
- 01
Define scenario
→ - 02
Generate artefacts
→ - 03
Validate in isolation
→ - 04
Repair within limits
→ - 05
Approve and provision
→
The challenge
A generated output is one step in an engineering process. It still needs validation, bounded retries, permission controls and a route back to a person.
Practical outputs
- Structured scenario and tool contracts
- Validation and bounded repair loops
- Controlled provisioning
- Human approval and runbooks
What to evaluate
Assess task completion, permission boundaries, recovery from tool failures, reproducibility, latency and cost.
An illustrative explanation of an approach; not a client engagement or deployment claim.
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