Cryptic flags; missing help.
Eng tools
CLI Tool Development
Internal tools that aren't scriptable stay click-ops forever.
Cross-platform Go CLIs—easy install, clear output, scriptable.
Goals before 'fast'
Latency/throughput targets first—then design.
Observable by default
Logs, metrics and traces on the delivery checklist.
Reproducible deploys
Container/binary notes so environments can be rebuilt.
CLI issues
These usually show up before a project starts—or right after a rushed launch.
Interactive-only—useless in CI.
Errors not machine-readable.
Single-platform binaries.
Scriptability first
Subcommands with real help; non-interactive defaults; stable exit codes; multi-OS release checklist.
For internal ops, release, data fixes and automation. Flags, exit codes and non-interactive modes for CI.
- Scope written before coding
- Milestones you can accept
- Handover notes included
Highlights
What this engagement typically covers.
Subcommand design
Included in scope after we confirm stack, constraints and acceptance checks.
Cross-platform builds
Included in scope after we confirm stack, constraints and acceptance checks.
Exit-code rules
Included in scope after we confirm stack, constraints and acceptance checks.
CI-friendly output
Included in scope after we confirm stack, constraints and acceptance checks.
What you get
- CLI binary/source
- Usage docs
- Sample scripts
- Release notes
- Error-code table
How we work
-
01
Scenario map
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02
Command design
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03
Implement
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04
Trial feedback
Ready to lock scope?
Describe the manual steps—we'll design commands.