AI-Coding

Ever watched an AI agent propose running sudo rm -rf /? You thought, “Yeah, that’s a no from me”? Dark joke. But it hits a problem every agentic coding tool has. I’ve used Cursor, Claude Code, Codex, OpenCode — the whole lineup. They’re all great at writing code. The thing is, they share one bad habit: trust the model by default. The model says it needs access to my terminal? Fine. It wants to install a package from a random npm registry? Sure. It needs my GitHub token? Go ahead. Then that trust burns you. ...

Here’s a problem I run into constantly: my AI coding assistant has zero memory of what I worked on last week. But every session starts fresh. And I keep dumping the same files into context, re-explain the same architecture, and burn tokens asking questions the agent answered yesterday. Graphify solves that in a way I hadn’t seen before. It’s a skill for Claude Code (and many other AI coding tools) that reads a directory — code, docs, PDFs, even screenshots — builds a persistent knowledge graph from it, and lets you query that graph weeks later without re-reading the raw files. It’s sitting at around 2.3k stars on GitHub right now. 71.5x fewer tokens per query on a mixed corpus of code + papers. That’s not a marketing number — that’s their benchmark against Karpathy’s repos with actual output files to verify. ...

Ever opened your Claude Code or Cursor bill and thought, “I know I spent this much, but I have zero idea on what”? Yeah, same here. Month after month, a single number — $X,XXX.XX — with zero breakdown. Which model burned the most? Which project ran up the bill? That dumb conversation I left running overnight? CodeBurn (8,428 ★, MIT) is a local-first CLI that reads your existing session files and breaks down every token and dollar by task, model, tool, and project across 31 AI coding tools. And it runs with a single command — no install, no config, no data leaving your machine. ...

So you’ve got OpenClaw for TypeScript, Hermes for general-purpose agent work, Goose for CLI-first automation, MiMoCode for MCP-native workflows, OpenCode as a Claude Code clone, and Souveraine for reasoning-heavy tasks. That’s six terminals, six CLIs, six sets of commands, six ways to attach a file. And that’s not even counting OpenHands. Then I found Junction — a VS Code extension that pulls all seven into one sidebar panel. 512 stars in 3 days as of this writing. Here’s why that number already makes sense. ...