No custom agents. Onboard your team to context-driven, quality-controlled workflows.
Claude, Cursor, and GitHub Copilot already work. The gap is your operating context and quality loop. We turn runbooks and SOPs into agent workflows with explicit quality baselines, eval suites, and regression checks every time prompts, tools, or models change.
Talk to usFrom the creators of Runme, the CNCF runbook technology that runs Markdown.
Sound familiar?
Your runbooks are tribal knowledge. Agents start from scratch every time. Every incident is a coin flip. Sarah knows the rollback. Tom doesn't. Neither does the agent—your SOPs live in Slack and someone's head. Skills/SOPs are the new automation interface. If your runbooks aren't agent-readable, you're behind.
Still asking "should we try AI?" Competitors orchestrate multi-agent CI/CD pipelines. AI-accelerated dev is creating a tsunami of apps. Your team can't scale without agent tooling. Agent orchestration is the next frontier. Kubernetes knowledge still matters—you're orchestrating agents now, not just containers.
Off-the-shelf agents work. What breaks is quality control when the stack evolves. We define task baselines, map eval coverage to your critical workflows, and run regression checks whenever prompts, tools, or models change. Your runbooks and SOPs become measurable operating standards—not one-off prompt hacks.
Who this is for
✓ Good fit
- •You're a DevOps/SRE/Platform engineer drowning in runbooks and tribal knowledge
- •Your team is scaling fast and the old manual workflows don't cut it anymore
- •You've tried agents but they don't know your systems or incident playbooks yet
- •You want agent-readable SOPs and skills, not building a bespoke AI agent
- •You need team onboarding plus durable quality controls (baselines, evals, regressions), not a one-off prompt project
✗ Not a good fit
- •You're still deciding if AI is real or just hype that'll blow over soon
- •You want a research POC or white paper, not working infrastructure right now
- •You think fine-tuning models will fix it instead of documenting your context
- •You don't have any runbooks or SOPs to convert into agent skills yet
Tell us what's eating your time.
You bring the runbooks, SOPs, and incident reality. We map onboarding priorities, set quality baselines, and design an ongoing eval + regression loop so your team can scale reliable agent workflows.
Talk to usNo sales deck. No obligation.