Workflows
Repeatable engineering workflows with explicit verification.
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Chaos Experiment Workflow
Define a steady state hypothesis, inject a failure in a blast-radius-bounded way, observe the system, and abort on SLO breach so the experiment never harms users.
Cold Start Mitigation Workflow
Measure the cold-start latency of a serverless function, identify whether it is import or init bound, and apply the right mitigation from provisioned concurrency to lazy imports.
Connection Pool Exhaustion Workflow
Diagnose and resolve connection pool exhaustion by measuring pool utilization, identifying leaks, tuning the pool size, and adding a circuit breaker on the downstream.
Contract Testing Workflow with Pact
Have the consumer write a pact for the expected interactions, publish it to a broker, and let the provider verify against the pact so a breaking change fails the provider build.
Database Sharding Workflow
Pick a shard key with even distribution, route writes through a shard-aware driver, and migrate rows shard by shard while a dual-write window keeps the old and new in sync.
Deadlock Diagnosis Workflow
Diagnose a deadlock by capturing the lock wait graph at the moment of deadlock, identifying the cycle, and breaking it by ordering lock acquisition.
Disaster Recovery Drill Workflow
Declare a region failed, fail over to the standby using the runbook, measure the recovery time and data loss, and feed the gaps back into the runbook before the next drill.
Feature Flag Rollout Workflow
Ship a change behind a flag off, ramp the percentage in steps while watching the SLO, and kill the flag instantly if the error rate rises, then clean up once stable.
Hot Key Rebalancing Workflow
Identify a hot key that overloads one shard, split it across replicas or sub-keys, and verify the load is balanced without changing the application semantics.
Hotfix Deployment Workflow
Branch from production, make the minimal fix, run the targeted test suite, ship straight to production, and cherry-pick back to main so the fix is not lost on the next release.
Incident Postmortem Workflow
Run a blameless review within a week, reconstruct the timeline from alerts and logs, find the contributing factors, and track actions with owners and dates.
Load Shedding Workflow
Classify requests by criticality, shed the lowest tier first when saturation rises, and shed progressively so the system stays available for the most important traffic.
Migration Cutover Workflow
Run old and new in parallel with a dual-write gate, shift read traffic by percentage, verify parity on a canary, then cut over and keep the old on standby for rollback.
Observability Onboarding Workflow
Add the three pillars to a service in order, start with logs that answer who and what, add metrics that answer how much, and finish with traces that answer where.
Postmortem Action Item Verification Workflow
Track action items with owners and dates, verify they actually reduce the risk, test that they work, and close them only with evidence.
Alert Noise Reduction Workflow
Measure which alerts fire most and how many are actionable, suppress or fix the noisy ones, and reserve paging for conditions that need a human now.
Contract-First API Design Workflow
Write the OpenAPI or protobuf contract first, review it with consumers, generate stubs and docs from it, and treat the contract as the source of truth.
API Deprecation and Sunset Workflow
Announce a deprecation, emit sunset and deprecation headers, measure remaining usage, and remove the endpoint only after consumers migrate.
API Error Format Standardization Workflow
Define an error schema with code, message, and details, map status codes consistently, document it, and migrate endpoints to it over time.
API Gateway Configuration Review Workflow
Review routes, auth, timeouts, and rate limits at the gateway, remove unused routes, and confirm the gateway does not silently weaken backend protections.
API Key Rotation Workflow
Issue a new key alongside the old, support an overlap window, monitor usage on both keys, and revoke the old key once traffic has moved.
API Pagination Standardization Workflow
Choose one pagination style across the API, define cursor or page semantics, document limits and errors, and migrate inconsistent endpoints gradually.
Architecture Decision Record Workflow
Record significant decisions with context, options, and consequences, review them, and supersede rather than delete when they change.
Artifact Retention and Cleanup Workflow
Classify artifacts by retention need, apply lifecycle rules to expire them, and clean up storage and indexes so old artifacts do not accumulate cost.
Authorization Model Review Workflow
Document the authorization model, test role and permission boundaries, look for privilege creep, and adjust the model before it drifts from reality.
Backup Encryption Audit Workflow
Verify backups are encrypted at rest and in transit, keys are separate from the data, access is restricted, and restores still work with the keys.
Bot Mitigation Tuning Workflow
Baseline legitimate traffic, tune detection rules against real data, measure false positives, and escalate responses gradually instead of blocking broadly.
Breaking Change Deprecation Workflow
Classify a change as breaking, offer a compatible path during a transition, communicate a timeline, and remove the old behavior only after migration.
Build Time Reduction Workflow
Profile where build time goes, parallelize independent work, cache expensive steps, and drop unnecessary work so CI feedback gets fast.
Changelog Automation Workflow
Capture change notes with each contribution, generate a human-readable changelog at release, and keep breaking changes prominent for consumers.
CI Pipeline Secrets Hygiene Workflow
Store CI secrets in the platform secret store, scope them per environment, mask them in logs, and rotate and audit access regularly.
Cloud IAM Policy Review Workflow
List principals and their policies, find wildcard and unused permissions, right-size to least privilege, and keep an owner for every access grant.
Cloud Spend Review Workflow
Break down spend by service and owner, find idle and oversized resources, act on the biggest wins, and track savings realized not just identified.
Configuration-as-Code Audit Workflow
Find configuration changed outside the pipeline, reconcile drift back into code, add controls to prevent it, and ensure the code is the source of truth.
Container Image Supply Chain Workflow
Pin base images by digest, scan layers, sign images, verify signatures at deploy, and record provenance so only trusted images run.
Currency Precision Review Workflow
Represent money in minor units or decimal types, avoid floating point, define rounding to the currency, and centralize formatting and arithmetic.