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The Problem: We Were Flying Blind At Refer, we're on a mission to enable talented individuals to fulfill their professional potential by helping them pursue their ideal job. Behind the scenes, that means a lot of microservices, and recently we decided to consolidate everything into a mono-repository. If you've ever migrated dozens of microservices into a monorepo, you know the drill: contracts b
This technical post walks through the design and implementation of Secure Playground: a local web app that simulates prompt-injection attacks against large language models and demonstrates simple defenses. Provide a minimal, reproducible environment to test payloads and defensive strategies. Make it easy to add new providers and run mutation-based red-team experiments. Offer a leaderboard and scor
So I made a bad trade in my fantasy baseball league. Dropped Kaz Okamoto because — according to my data — he’d been cold for two weeks. In reality, he’s been on a tear for the last 9 days. 😅 This was a bad decision made because of bad data — my stats cron job had hit a rate limit, exited with no errors, and my FastAPI backend kept serving a stale JSON snapshot. Well, I’d been meaning to fix that
If you use Claude Code or Opencode, you are already paying for an LLM subscription. Before v0.3.0, running Synthadoc also required a separate API key - Anthropic, OpenAI, Gemini, or one of the others. v0.3.0 removes that requirement. Set provider = "claude-code" in one config file and your coding tool subscription becomes the brain of your personal wiki. No additional API key. No additional cost.
I'm 15 years old and just completed my 10th grade. I started learning python from Python Crash Course : 3rd Edition and some other resources. But now I've many questions like : After this what to do ? DSA, AI Automation etc. When I should change from Python to C++ ? Why To Change ? Is DSA in Python beneficial and useful ?
Grom — Free, Open-Source AI Coding Assistant for VS Code (Ollama, LM Studio, Anthropic, and More) I've been building Grom, a free and open-source VS Code extension that brings agentic AI coding to your machine. No telemetry, no mandatory account, no subscription. If you use Ollama or LM Studio, nothing ever leaves your machine. Grom is a chat + agentic coding extension that lives in the VS Code
A 16-pixel hero in your macOS menu bar. Watches LLM traffic. That's it. You remember RunCat — the kitten in your menu bar that runs faster when your CPU is busy. Almost a decade old. Adorable. Useful. Asks nothing of you. AI-native development needs the same thing for a different signal. Not CPU. Agent traffic. Is there a live LLM request flowing right now, or is everything quiet? That's why I bui