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The Log Is Not Just the Agent — It's the Only Thing Keeping Your Autonomous System Honest
54+ min ago (697+ words) I run a multi-agent system in production. No human in the loop for most decisions. That means when something goes wrong at 3am, the log is the only witness. This is what I learned after a silent pipeline failure ate six…...
Most Evals Measure the Wrong Thing
10+ hour, 19+ min ago (373+ words) Reading through the awesome-evals list on GitHub yesterday, I realized something I've been circling for months: most of us are benchmarking wrong. Not "wrong" as in bad numbers. Wrong as in measuring the wrong thing. The list is a curated…...
Series Week 25 of 52: API Logging - The Infosec headache of maintaining the logs - The Oracle solution
10+ hour, 20+ min ago (310+ words) { Abhilash Kumar Bhattaram: Follow on LinkedIn } This week I'm blogging about a logging... Tagged with oracle, oci, nabhaas, thoughtleadership....
Prompt Engineer: How to use it on Swiftask?
21+ hour, 40+ min ago (163+ words) Swiftask The "Prompt Engineer" tool is designed to turn you into a true AI prompt engineer. Whether you want to generate new superior prompts or improve existing ones, this tool guides you through best practices to maximize the efficiency of…...
ReskPoints: AI Agent Logging with Sampling, Masking, and Multi-Export
17+ hour, 56+ min ago (141+ words) A typical AI agent orchestrator makes dozens of tool calls per user request. Each call has request parameters a response latency and a success or failure state. When something goes wrong you need to replay what the agent was thinking…...
Running a 120-site uptime monitor for $0/month on Cloudflare's free tier
18+ hour, 24+ min ago (386+ words) The interesting part isn't the tool, it's that the whole thing — app, ~120 monitored sites with 24h history, SSR status pages, share cards, outage alerts — runs for $0/month plus domains. The one thing that wanted to cost money Everything fit the Workers…...
Measure reply-rate analytics for your email agent
19+ hour, 58+ min ago (529+ words) This post is the build. I work on the Nylas CLI, so the terminal commands below are the exact ones I reach for, and I'll show the raw HTTP next to each so you can wire it into whatever language…...
Debugging Kubernetes OOMKilled: A Step-by-Step Guide
1+ day, 1+ hour ago (780+ words) The Dreaded OOMKilled $ kubectl describe pod api-service-7f8d9c-abc12... State: Terminated Reason: OOMKilled Exit Code: 137 Your container got killed because it used more memory than its limit. Sounds simple. Debugging it is not. Step 1: Confirm the OOM # Check pod events kubectl get…...
My LLM Bill Kept Growing, but User Traffic Didn’t
1+ day, 16+ hour ago (1105+ words) My request count looked normal. Traffic was mostly flat. There was no sudden wave of new users, no runaway background job, and no obvious model upgrade hiding in a deployment. But the LLM bill kept climbing. My first instinct was…...
How Datadog Used Claude and Cursor for Test-Driven Production Migration
1+ day, 16+ hour ago (874+ words) Online InfoQ AI Security & Privacy Engineering Certification (Aug 26): For engineers building AI in regulated environments. Register Now Andy Brinkmeyer shares how engineering leaders and architects can use Rust to build failure-proof systems. Moving beyond memory safety, he explains how ownership,…...
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