Automation

Plan a blue-green release with traffic waves, bake windows, capacity checks, rollback triggers, command drafts, and an exposure curve for review.

Plan a canary rollout from traffic steps, bake windows, guardrail limits, and rollback posture with schedule, risk, chart, and export outputs.

Generate OpenTelemetry Collector YAML for OTLP traces, metrics, and logs with pipeline audits, memory guards, batch settings, and endpoint checks.

Generate a static Ansible INI inventory from host rows, group variables, and parent groups, with validation warnings and a host ledger.

Plan a GFS backup rotation from full and incremental sizes, then compare net storage, raw capacity, retention horizon, and audit warnings.

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

Compare intended and observed config text, spot changed, missing, extra, and priority drift, and build an exportable remediation ledger.

Parse a Unix cron expression locally, expand the five fields, preview upcoming runs, and flag timezone, macro, day-rule, or dialect risks.

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

Build GitHub Actions cache YAML from your ecosystem, lockfiles, paths, restore keys, and runner notes with review checks before copying.

Generate GitHub Actions matrix workflow YAML with runtime and runner axes, cache choices, include/exclude rows, and review checks.

Audit hostnames, URLs, and CSV rows for DNS-safe syntax, naming regex drift, lowercase policy, required suffixes, and duplicates.

Check network interface descriptions from config, CSV, or show-output rows for missing evidence, duplicate text, length limits, and cleanup notes.

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 numbers from a defined range, then compare secure or seeded draws with repeat rules, weighted profiles, and bias diagnostics.

Generate Prometheus SLO burn-rate alert YAML with multi-window tiers, budget thresholds, routing labels, a chart, and review tables.

Generate OpenSSH Host blocks from CSV host rows, apply defaults and ProxyJump paths, then review identity, host-key, and alias warnings.

Plan a metronome session with tap tempo, meter, swing, accents, ramp blocks, audible playback, and timing tables you can copy or download.

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

Check pasted Terraform variable blocks for risky defaults, secret-like values, type mismatches, nullable behavior, and prioritized remediation rows.

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

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