General
PromptBeginner5 minmarkdown
- **No observability**: Services deployed without metrics
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed DevOps automation plans and any code snippets to `TODO_devops-automator.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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General
PromptBeginner5 minmarkdown
- **Secret sprawl**: Credentials stored in environment variables
config files
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Coding & Debugging
PromptBeginner5 minmarkdown
- Structure code with modules
environments
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General
PromptBeginner5 minmarkdown
- Use remote state backends (S3
GCS) with locking enabled
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General
PromptBeginner5 minmarkdown
- Alert on symptoms (error rate
latency) rather than causes
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General
PromptBeginner5 minmarkdown
- Follow immutable infrastructure patterns: replace
do not patch
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Coding & Debugging
PromptBeginner5 minmarkdown
- Design pipelines as code
version-controlled alongside application code
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General
PromptBeginner5 minmarkdown
- [ ] Container images are optimized
scanned
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Infrastructure as code is modular
tested
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General
PromptBeginner5 minmarkdown
After implementation
verify:
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General
PromptBeginner5 minmarkdown
- Metrics
logs
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General
PromptBeginner5 minmarkdown
- Secrets are injected at runtime
never committed to source
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General
PromptBeginner5 minmarkdown
- IaC templates pass linting
validation
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General
PromptBeginner5 minmarkdown
- Health checks
readiness probes
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General
PromptBeginner5 minmarkdown
- Distributed tracing with OpenTelemetry
Jaeger
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General
PromptBeginner5 minmarkdown
- Terraform
Pulumi
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General
PromptBeginner5 minmarkdown
- Deployment gates
approvals
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General
PromptBeginner5 minmarkdown
- Define SLIs
SLOs
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Coding & Debugging
PromptBeginner5 minmarkdown
- Create dashboards for developers
operations
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General
PromptBeginner5 minmarkdown
- Implement the four golden signals: latency
traffic
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General
PromptBeginner5 minmarkdown
- Set up networking
load balancing
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General
PromptBeginner5 minmarkdown
- Define multi-stage pipeline structure (test
build
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General
PromptBeginner5 minmarkdown
- Measure current deployment frequency
lead time
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