Automation

Plan blue-green traffic shifts with routing surface, bake intervals, health gates, risk warnings, rollback commands, and exposure estimates before release review.

Plan canary deployment traffic steps, bake windows, guardrail gates, rollback posture, and request exposure before promoting a risky release.

Generate OpenTelemetry Collector YAML from OTLP receiver protocols, signal pipelines, exporters, memory guard settings, batch rules, and audit checks.

Generate online Ansible INI inventories from host rows, group variables, parent groups, review checks, and exports for safer playbook targeting.

Plan backup rotation online with daily, weekly, monthly, and yearly retention assumptions to size storage, compare policies, and judge recovery horizon.

Calculate online CI runner capacity from runner slots, job volume, runtime, utilization, concurrency caps, and peak wait targets before scaling decisions.

Compare online intended and observed config key-value lines, flag changed, missing, extra, and ignored drift, and prioritize remediation evidence for audits.

Parse five-field Unix cron expressions into field ledgers, upcoming run previews, risk notes, cadence charts, and JSON checks before scheduling jobs.

Generate online crontab entries from presets, pasted lines, or manual fields with explicit user/system format, warnings, and copy-ready setup text.

Generate online GitHub Actions matrix workflow YAML for runtimes, runner OS labels, cache choices, triggers, and review checks before committing CI.

Check hostnames, URLs, CSV rows, or host=value lines against DNS syntax, naming regex, lowercase, suffix, and duplicate rules before inventory review.

Check interface descriptions from config blocks, CSV, or show output, flag missing terms, weak evidence, duplicates, length limits, and remediation needs.

Analyze online JUnit XML reports for pass rate, failures, errors, skips, retry signals, slow tests, suite health, and CI gate triage before release.

Generate random numbers online with browser-based or seeded draws, weighted profiles, no-repeat rules, and session diagnostics for testing or sampling.

Generate Prometheus SLO burn-rate alert YAML from service, objective, query, and tier inputs with thresholds, routing labels, and review outputs.

Generate online OpenSSH Host blocks from CSV host rows, default users, ports, keys, jump hosts, and validation checks for safer SSH config handoff.

Generate tempo practice plans online with metronome playback, tap tempo, swing control, and ramp blocks so you can steady timing and build speed in stages.

Analyze online Terraform plan JSON to count creates, updates, deletes, replacements, drift, output changes, and review risk before approving an apply.

Check Terraform variable blocks for required inputs, sensitive defaults, type/default mismatches, nullable gaps, validation hints, and module release review queues.

Calculate CI test shard wall time from test count, average duration, setup cost, split balance, runner capacity, target gap, and cost curves.

Generate an online systemd service unit from presets, command paths, restart policy, dependencies, and hardening notes for safer Linux service setup.