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GitHub - cthulhutoo/limtop: btop for AI usage — TUI dashboard for LLM tokens, costs, and rate-limit windows (fork lineage: aitop)
1+ hour, 26+ min ago (364+ words) btop for AI usage. A single Rust binary that reads the CLI coding agents you already use — Claude Code, opencode, Hermes — and shows tokens, cost, cache behavior, and burn-rate in one terminal dashboard. No server, no account, no telemetry: everything…...
Your Computer Is Busy When You're Not: Building a Desktop Observability Tool with Electron
41+ min ago (667+ words) You close your laptop. The screen goes dark. You assume everything stopped. But what if it didn't? Maybe Docker is still transferring data. Maybe Chrome is still downloading something. Maybe an application is consuming CPU in the background. Maybe your…...
I Built an AI That Fixes Terraform Drift Automatically
44+ min ago (358+ words) If you've worked with Terraform long enough, you know the feeling. You run terraform plan and suddenly there are 12 unexpected changes. Someone tweaked an instance type in the console. A security group rule got added manually. A tag got removed....
Making AI Coding Agents More Efficient: My Local Toolkit
1+ hour, 4+ min ago (87+ words) Giving AI coding agents more tools doesn’t necessarily make them more efficient. After using OpenCode and Claude Code heavily, I started focusing less on adding capabilities and more on controlling the information flowing into the agent. I’ve documented the toolkit…...
Debugging Is the Killer App for Free Model Tokens — Here's the Workflow
1+ hour, 1+ min ago (586+ words) The argument isn't that code generation is useless. It's that code generation produces artifacts you still have to review, test, and integrate, while debugging produces a diagnosis you can immediately act on. The marginal value of a correct diagnosis is…...
I Built an Open-Source AWS Cloud Security tool for solo devs & founders!
52+ min ago (239+ words) If you're a solo dev running your own AWS account with no security team, you've probably had this thought: is my IAM setup actually fine, or did I just get lucky? Plexavo exists to answer that for people in that…...
403 - Operations too frequent
3+ hour, 21+ min ago (14+ words) Crypto's Next Billion Users Might Be AI Agents, and They're Paying With Stablecoins Moomoo...
Inside OpenClaw: A Technical Deep-Dive Into the Open-Source Agent Framework Powering 77+ Channels
1+ hour, 36+ min ago (892+ words) Most AI agent frameworks treat the chat interface as an afterthought. You build a clever agent in LangChain or AutoGen, then bolt on a Slack bot or a web chat widget as a thin delivery layer. OpenClaw flips that assumption…...
The Runaway Diff: A Token-Budget Postmortem for Coding Agents
1+ hour, 31+ min ago (1736+ words) The task looked trivial on paper: add a rate limiter to a small Python service and update three call sites. I handed it to a coding agent running on MonkeyCode, an open-source project with free model access and a free…...
Why real-time AI at scale is so hard
2+ hour, 23+ min ago (623+ words) Discover why real-time AI fails at scale: the failure patterns that surface as your app ramps up, and how to avoid them....