I'm Ashwini a senior SRE with 7 years across high-growth B2B SaaS startups. I help engineering teams untangle infrastructure chaos so their engineers can ship features instead of fighting fires.
Schedule a callProof of work
What I do
Your on-call is a nightmare. Alerts fire constantly and half of them mean nothing. I design alerting systems, SLO frameworks, and incident processes that tell your team what actually matters and nothing else.
Outcome: your engineers sleep through the nightDeployments are slow, scary, or both. I redesign CI/CD pipelines and release workflows so teams can ship with confidence self-serve, fast, and safe across environments and clusters.
Outcome: your team ships without fearSecurity is an afterthought until it isn't. I build vulnerability scanning workflows, IAM/RBAC systems, and compliance-friendly infrastructure that integrates into your engineering workflow not on top of it.
Outcome: security that doesn't slow you downYou're making big infra decisions multi-cluster strategy, scaling approach, tooling choices and you want a senior technical perspective before you commit. I review your architecture, challenge assumptions, and help you design for your next 18 months of growth.
Outcome: decisions you won't regret at 10x scaleHow it works
50-minute call. You describe what's broken or slowing you down. No pitch, no agenda.
I send a scoped proposal with 2–3 options at different depths, with fixed prices.
Design, docs, and handoff with knowledge transfer so your team fully owns it.
I don't do day-to-day on-call or operations. I design systems and hand them to your team.
A bit about me
I'm Ashwini Gaddagi SRE, platform engineer, and creator of gokakashi, an open-source container vulnerability scanner used in production. I've worked across the full infrastructure stack at Hasura, Last9, and CleverTap. I care about systems that are actually usable by the humans who operate them. I work with a small number of clients at a time which means you get my full attention.
Tell me what's going wrong. Even if you're not sure where to start, a 50-minute conversation usually brings the real problem into focus.
Schedule a callOr email ashwiniagwork@gmail.com I respond within 24 hours.