We embed with your engineering team to close the gaps in SLOs, on-call, and incident response — before the next outage closes them for you.
Technical debt compounds silently. Without a systematic review, gaps in your SLOs, runbooks, and incident playbooks stay invisible — right up until they become P0s at the worst possible moment.
Long MTTR is a symptom — of poor observability, unclear escalation paths, or runbooks that have never been tested under real pressure. Solvable, but only once it's properly diagnosed.
Deploy anxiety signals accumulated reliability debt. When deployments feel risky, it's because the safeguards, rollback mechanisms, and canary logic haven't been formalized — yet.
Alert fatigue is a trust collapse. When engineers silence alerts, the monitoring layer has failed. The next real incident will go undetected — until it becomes a customer-facing outage.
We are a team of senior Site Reliability Engineers and Platform architects with experience at companies scaling from Series B through growth stage. Driven by data and engineering principles, we ensure your technology stack is robust, secure, and efficient.
Operational excellence is our north star. We thrive on solving complex infrastructure challenges — from defining SLOs that align with business outcomes to building Internal Developer Platforms that cut deploy times from hours to minutes.
The scorecard you see above isn't decoration — it maps the exact dimensions where Series B–D teams consistently fail before their first major incident. Every axis is a lever we pull. That's the discipline we embed in your platform so you stay focused on product while reliability becomes a given.
End-to-end reliability engineering — from SLO definition to platform automation and cloud cost optimization.
Define and implement SLOs, error budgets, and monitoring that align with business objectives. When the budget burns, the roadmap changes — that's the contract.
Internal Developer Platforms with golden paths and self-service infrastructure that reduce deploy friction and let your engineers ship faster.
Optimize cloud spend without sacrificing performance — tagging strategies, rightsizing, and unit economics analysis that keep costs accountable.
Mature on-call rotations, automated runbooks, and blameless post-mortem culture. Structured incident management that doesn't burn people out.
Applying proven SRE foundations to a new failure domain: LLM serving and inference pipelines, GPU fleet observability, model degradation detection, and SLOs for systems where failure is subtle, probabilistic — and the blast radius is your product. Built on the same error-budget discipline that runs tier-1 platforms, extended to the realities of ML infrastructure.
Start free. Escalate when it makes sense.
40 questions across 8 categories. Score, radar chart, your top 3 risks, and a 90-day fix list — delivered instantly on screen.
A senior SRE reviews your highest-risk categories, identifies the one fix with the highest ROI, and gives you a specific 90-day roadmap. No pitch.
Take the Scorecard first. If you want a senior SRE to walk through your results and hand you a 90-day plan, the Diagnostic is the next step.