Automation

Plan a blue-green release schedule with traffic waves, bake windows, capacity warnings, rollback triggers, command drafts, and exposure estimates.

Plan a canary rollout with traffic steps, bake windows, guardrail thresholds, rollback actions, risk notes, charts, and exports.

Generate OpenTelemetry Collector YAML for OTLP traces, metrics, and logs with pipeline ledgers, memory guards, batching, and endpoint checks.

Generate a static Ansible INI inventory from host rows, group variables, and parent groups with review warnings before playbook use.

Plan backup rotation storage from full and incremental sizes, with GFS tiers, dedupe assumptions, retention horizon, and audit notes.

Estimate CI runner slots from job volume, occupied minutes, retry load, burst pressure, utilization headroom, and queue-wait targets.

Compare intended and observed configuration text, classify changed, missing, extra, ignored, and priority drift, and export a remediation ledger.

Parse a Unix cron expression in your browser, expand five fields, preview upcoming runs, and catch timezone, macro, day-rule, and dialect risks.

Build user or system crontab lines from presets, pasted entries, or manual fields with syntax warnings, install notes, and exports.

Generate GitHub Actions cache YAML from ecosystem presets, lockfiles, restore keys, runner notes, and review checks before copying.

Build a GitHub Actions matrix workflow with runner and runtime axes, cache choices, exception rows, and review checks before committing.

Audit hostname inventories for DNS-safe labels, naming regex drift, lowercase rules, required suffixes, duplicates, and JSON-ready cleanup notes.

Audit network interface descriptions from config, CSV, or show output for missing evidence, duplicates, length issues, and cleanup work.

Analyze JUnit XML from CI runs in your browser with pass-rate gates, failure triage, retry clues, skipped cases, and slow-test flags.

Generate random integers or decimals from a range, compare secure and seeded draws, and inspect repeats, coverage, bias, and exports.

Generate Prometheus SLO burn-rate alert rules with multi-window tiers, budget math, routing labels, YAML formats, and review tables.

Generate OpenSSH Host blocks from CSV host rows, with defaults, ProxyJump routes, identity-file choices, and review warnings before paste.

Build a metronome practice plan with tap tempo, swing feel, accents, ramp blocks, audible playback, and timing tables for each beat grid.

Review Terraform plan JSON or text before apply, with destructive-change gates, drift signals, output-change checks, and provider impact charts.

Review Terraform variable blocks for risky defaults, secret-like fallbacks, type mismatches, nullable surprises, and prioritized fixes.

Estimate CI test shard wall time from suite size, setup tax, runner concurrency, timing coverage, target gaps, and runner-minute cost.

Draft a systemd service unit from command, account, restart, dependency, and hardening choices with directive notes and host install checks.