Agentic AI: CI/CD Pipeline, Evaluations & Per-Developer Environments#403
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Agentic AI: CI/CD Pipeline, Evaluations & Per-Developer Environments#403
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- Create 6 GitHub environments: production, integration-james, integration-nicole, integration-heena, integration-tim, integration-matt - Move all variables from repo-level to environment-level - Update orchestrate.yml: *-dev branch integration-<name> mapping - Uncomment environment: binding in all 7 reusable workflows - Fix TF state key: use environment name instead of branch name - Fix destroy.yml bugs: iteration var and unsanitized state key - Remove auto-destroy (all environments persist) - Add OIDC federated credentials for integration-james and production - Create prod.tfvars for production environment - Update GITHUB_ACTIONS_SETUP.md with developer onboarding guide
When a Terraform apply fails midway (e.g., timeout, quota), resources may exist in Azure but not in TF state. On retry, Terraform fails with 'already exists'. This change adds a retry loop (max 3 attempts) that: 1. Detects 'already exists' errors in apply output 2. Parses the TF resource address and Azure resource ID 3. Auto-imports orphaned resources into state 4. Retries the apply Eliminates need for manual deletion via Azure Portal.
- Rename 'Orchestrate Deployment' -> 'CI/CD Pipeline' - Remove int-agentic from pull_request trigger PRs to int-agentic were failing because environment 'integration' has no OIDC federated credential. PR validation only needed for main (production gate). - Simplify base_ref case statement
Per-developer GitHub Environments architecture
james-tn
had a problem deploying
to
production
GitHub Actions
Failure
added 2 commits
February 13, 2026 13:12
resolve-endpoints now sets deployed=false instead of exit 1 when Container Apps don't exist. integration-tests job checks this flag and skips when the environment hasn't been deployed yet (e.g., first PR to production).
added 2 commits
February 13, 2026 13:16
- New workflow: promote-to-main.yml
Triggered on push to int-agentic, creates/updates a single rolling
PR to main with latest commit summary. Human review required.
- New job: auto-merge in orchestrate.yml
After successful full pipeline on *-dev branch, auto-merges the
open PR from that dev branch into int-agentic (squash merge).
- Updated permissions: contents:write, pull-requests:write
Flow: dev push full pipeline auto-merge to int-agentic
auto-create PR to main human review merge prod deploy
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Promotion: int-agentic → main
This is an auto-maintained PR that promotes changes from
int-agentictomain(production).Review required before merging to production.
Recent Changes
Pipeline Status
Last updated: 2026-02-13 22:38 UTC by commit eec9912