Building AI SRE Agents, Part 3: Autonomous in the Cloud
8 min readAlert storms, runaway loops, silent regressions. What it takes to let an AI SRE agent respond to alerts on its own, and get better every week.
- Home
- Komodor Blog
- All articles
Komodor Blog
All articles
Page 2
Welcome to Komodor's blog, your go-to resource for insights on all things Kubernetes. Stay tuned for expert advice, in-depth tutorials, and the latest industry trends to help you throughout your K8s journey.
Filtered by Category
+ 
Context Engineering for AI Agents: What to Feed an Agent and What to Leave Out
6 min readMost context engineering advice is about one agent's context window. In production operations, the harder problems sit between agents and across time.
Why We Built the Komodor Agentic Operations Platform: Q&A with CEO Ben Ofiri
9 min readFollowing the launch of the Komodor Agentic Operations Platform, CEO Ben Ofiri sat down to talk about why now is the right time for agentic operations.
Bye Bye Timestream: How We Migrated 5.9 Billion Metrics a Day to ClickHouse, With Zero Downtime, 85% Lower Cost and 20x performance improvement
12 min read5.9B rows a day, 85% lower cost, ~27x faster median queries. How we replaced Amazon Timestream with ClickHouse without customers noticing.
Self-Improving Agents: A Practical Guide to Continuous Learning
6 min readWe build agents to take work off engineers’ plates. Then we give those engineers a new manual job: reading failed runs and babysitting prompts. Can't we do better?
Komodor Launches Agentic Operations Platform Combining Ready-to-Run Automation With a Comprehensive Backbone for Custom Agents
3 min readKomodor today announced the Komodor Agentic Operations Platform which enables organizations to rapidly and safely deploy autonomous workflows to handle escalating burdens on production teams. Using the same infrastructure and tools that underpin Komodor's enterprise-proven AI SRE platform, organizations can now build or import their own agents under shared governance and context, and orchestrate them in end-to-end workflows for AI SRE, AI Software Operations, and Cost Optimization.
Building AI SRE Agents, Part 2: Leave the Laptop, Earn Trust
10 min readThe second stage of AI SRE maturity is moving the agent off your machine and pointing it at real clusters — read-only, in shadow mode — then climbing a trust ladder toward carefully scoped action.
4 Cloud-Native Challenges AI SRE Is Solving in 2026 and the 3 New Ones to Look Out For
5 min readAI has evolved the SRE practice considerably, but like all things engineering, it's also opening the door to new challenges that came with it.
5 Optimization Blockers You Didn’t Know Were Inflating Your Cloud Bill
5 min readDistinct from waste, optimization blockers are structural constraints that prevent consolidation even when capacity exists to recover.
