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dev.to > mike_clarke_50a95013f5c59 > the-log-is-not-just-the-agent-its-the-only-thing-keeping-your-autonomous-system-honest-25ce

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…...

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dev.to > o96a > most-evals-measure-the-wrong-thing-c76

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…...

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dev.to > nabhaas > series-week-25-of-52-api-logging-the-infosec-headache-of-maintaining-the-logs-the-oracle-5093

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....

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Swiftask
swiftask.ai > ai > promptengineer

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…...

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dev.to > resk > reskpoints-ai-agent-logging-with-sampling-masking-and-multi-export-5g88

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…...

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dev.to > christian_393c75a99 > running-a-120-site-uptime-monitor-for-0month-on-cloudflares-free-tier-3h2

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…...

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dev.to > mqasimca > measure-reply-rate-analytics-for-your-email-agent-1052

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…...

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dev.to > samson_tanimawo > debugging-kubernetes-oomkilled-a-step-by-step-guide-c6o

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…...

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dev.to > plasma_01 > my-llm-bill-kept-growing-but-user-traffic-didnt-14am

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…...

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InfoQ
infoq.com > news > 2026 > 07 > datadog-ai-production-migration

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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