Backend deployment
Skill ahtishamshahzad/agent_dev_flow/.ai/skills/backend/backend-deployment
Use to plan backend deployment — target selection, environment config/secrets, build artifact (container) discipline, migration-on-deploy ordering, zero-downtime rollout with health checks, worker/scheduler deployment, and rollback. Deploys require approval.From its SKILL.md
npx -y skills add ahtishamshahzad/agent_dev_flow --skill backend-deploymentAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- 26 days oldThe repository was created 26 days ago. New is not bad, but a brand new repository carrying a familiar-sounding name is the shape a typosquat arrives in, and there has been no time for anyone else to find a problem with it.
- 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
5.8 KB, ~1.1k tokens by cl100k_base, as published. Nobody here has run it
Backend Deployment
Purpose
Get the backend into environments safely and repeatably: chosen target, disciplined artifacts, migration ordering, health-checked rollout, and a rollback that's been thought through before it's needed. Actual deploys/publishes are outward-facing — explicit approval (../../release-planning, Gate 7).
When to Use
- When planning how/where the backend runs (staging/production) or changing the deploy pipeline.
- Not for release go/no-go itself (
../../release-planning) or store/app publishing.
Inputs
- Deployment target constraints/preferences (PaaS, containers on cloud, VMs) — a stack decision needing approval.
- Env/secret model (
../../environment-audit), DB migration flow (../../database/database-migrations), async surfaces (queues,scheduled-jobs).
Discovery Questions
- What target fits the team's ops capacity (managed PaaS vs orchestrated containers vs VMs)?
- How many environments, and what differs between them (config only, ideally)?
- What's the rollout policy — can the product tolerate seconds of downtime, or is zero-downtime required?
- Do workers/schedulers deploy with the API or separately (
queuessays separately)?
Responsibilities
- Recommend the target on requirements + ops capacity, with trade-offs, for approval.
- Artifact discipline: one immutable build (container image or equivalent) promoted across environments — never rebuilt per environment; config/secrets injected at runtime (
backend-security), validated at boot (fail fast, before traffic). - Migration ordering: migrations run as a deploy step before new code serves traffic; expand→migrate→contract for zero-downtime schema change (
../../database/database-migrationsowns the pattern) — old code must survive the new schema during rollout. - Rollout: readiness-gated (only healthy instances get traffic —
backend-observabilitychecks), rolling/blue-green per target capability; graceful shutdown (drain requests, finish/release jobs —queues). - Async surfaces: workers and schedulers as separately deployable processes; deploy order vs migrations considered for them too.
- Rollback: previous artifact redeployable in minutes; know which migrations are roll-forward-only and what that means for reverting (usually: fix forward for schema, roll back code).
- Pipeline: CI gates (tests,
../../security-reviewhooks) before deploy; deploy actions logged; production deploys approved per../../../system/QUALITY_GATES.md.
Required Workflow
- Recommend target + environment topology; get approval.
- Define artifact build + promotion flow.
- Define config/secret injection + boot validation.
- Sequence migrations vs code rollout (API, workers, schedulers).
- Define health-gated rollout + graceful shutdown + rollback runbook.
- Wire CI gates; record the deploy/rollback procedure.
Decision Rules
- Prefer the most managed target that meets requirements — ops burden is a permanent tax.
- Same artifact in staging and production; environment differences live in config only.
- A migration that old code can't run against blocks zero-downtime rollout — split it (expand/contract) or accept and record downtime.
- Rollback plans that were never rehearsed are hopes; rehearse in staging.
Rules
- No deploy/publish without explicit approval; staging first.
- Secrets never bake into artifacts or logs.
- Every production deploy has: approver, artifact ID, migration list, rollback step — recorded.
Anti-Patterns
- Building on the production box / rebuilding per environment.
- Running migrations manually "when someone remembers."
- Deploying new code before its migration (or a contracting migration before old code is gone).
- Killing workers mid-job on deploy (no drain).
- Rollback = "restore yesterday's DB backup" as the primary plan.
Validation Checklist
- Target recommended with trade-offs; approved.
- Immutable artifact promoted across environments.
- Config validated at boot; secrets runtime-injected.
- Migration ↔ rollout ordering safe (expand/contract where needed).
- Health-gated rollout + graceful shutdown incl. workers/schedulers.
- Rollback runbook exists and was rehearsed.
- CI gates + approval flow wired.
Definition of Done
A recorded, approved deployment design — target, artifact flow, config/secret handling, safe migration ordering, health-gated rollout for API and async processes, rehearsed rollback — with production deploys gated on explicit approval.
Related Skills
../../release-planning, ../../environment-audit, ../../database/database-migrations, ../../database/backup-recovery, backend-observability, queues, scheduled-jobs, backend-security, ../../github-repository (CI/CD residence).
Related Knowledge
../../../knowledge/ (ops capacity, environment topology, downtime tolerance).
Related References
../../../references/backend/deployment/ (runbooks, when populated).
Context Loading Guidance
- Requires: target constraints, env/secret model, migration flow, async inventory.
- Does not require: application feature code, endpoint detail.
- May load:
../../database/database-migrations(ordering),../../release-planning(gate). - Stop when: the deploy design + rollback runbook are recorded and approvals wired.
Token Efficiency Guidance
The deploy sequence diagram (build → migrate → roll API → roll workers) plus the rollback runbook are the artifacts; skip cloud-vendor feature tours.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.