PMPratik Mahalleinnotes.drdroid.io·4h ago · 4 min readOpen Index: A Structured Context Layer for AI AgentsWe’ve been working on a problem that kept showing up while building AI agents: managing domain context. MCP gives an agent access to tools. Skills help define how it should behave. Memory can store in00
PMPratik Mahalleinnotes.drdroid.io·4d ago · 3 min readKubecon India 2026 Recap with DrDroidI walked into Jio World Convention Centre on June 17 expecting the usual mix of swag, keynotes, and hallway small talk. Two days later, what stuck with me wasn't any single talk. It was a shift in the00
PMPratik Mahalleinnotes.drdroid.io·5d ago · 7 min readWhat Is AI SRE?Every vendor has a different answer. Here's ours, and the test we use to tell the real thing from a chatbot with a status page. Type "AI SRE" into a search bar and you'll get four different answers, n10
PMPratik Mahalleinnotes.drdroid.io·6d ago · 11 min readThe Roadmap And Path To Autonomous AI in Software MonitoringThe difference between the future and the status quo of production monitoring operations is vast. The Future: At one end, a human reads alerts, opens issues, and fixes manually. At the other end is th00
PMPratik Mahalleinnotes.drdroid.io·Jun 5 · 11 min readHow DrDroid Builds and Maintains the Knowledge Layer That Powers an AI SRE AgentAn AI agent operating on production systems is only as effective as the context it can access at the moment a question is asked. Generic foundation models, however capable, do not know your service na10
