Ilia's Corner

OpenBB Terminal 4.0 – A Bloomberg Terminal You Can Fork

If you’ve ever watched a Bloomberg screen and wished you could add your own data source or tweak the charting engine, OpenBB just handed you the keys. 49 k+ stars show it’s production-ready for quants, fintech founders, and data scientists who need real-time equities, crypto, macro, and alternative data without a $24 k/year price tag. Drop it into a Docker container, write a 10-line Python script, and you’re pulling live order books from 30+ brokers and visualizing them in a CLI dashboard you can skin to match your brand.

GitHub Trending · 8 min read

Data Engineer Handbook – Study Notes That Pay for Themselves

36 k+ stars say this repo is the fastest path to leveling-up from analyst to DE. Each section is a distilled cheat-sheet on Airflow quirks, Spark tuning, or Kafka ops you’ll actually hit on the job. Fork it, PR your fixes, and you’ll walk into interviews with public proof you can ship data pipelines that don’t fall over at petabyte scale.

hackernews · 6 min read

CAI – Spin Up Your Own Pen-Testing AI Agent

Red-team budgets drying up? CAI is an open-source Python kit that builds autonomous security agents in minutes instead of paying for AuroraAI seats. Plug in your nmap output and watch as CAI drafts exploit chains, prioritizes CVEs, and writes the report Markdown for you—perfect for bounty hunters or SOC teams that need repeatable, evidence-grade attacks.

hackernews · 7 min read

Claudia – Claude Code Wrapped in a Native Desktop Window

Browser tabs crash, CLI sessions vanish. Claudia pins Claude Code into a lightweight desktop app that remembers your workspace, supports native hotkeys, and keeps context-switching to zero. If you live in VS Code and hate losing terminal scrollback, this 30 MB app earns back an hour of focus every day.

hackernews · 4 min read

Hyperclay – One HTML File = Full-Stack Web App

Ship a SaaS MVP without learning another framework. Hyperclay packs the backend, database, and reactive UI into a single, self-updating HTML file. Edit the DOM in the built-in live editor and your changes are hot-deployed to users—perfect for hackathons, internal dashboards, or that side project you swore you’d finish.

hackernews · 5 min read

Porffor – Zero-Cold-Start JavaScript on Lambda

Cold starts killing your serverless UX? Porffor compiles Node.js to native binaries that boot in <20 ms on AWS Lambda. Drop your Express route into Porffor, bundle it into a 5 MB layer, and watch your p99 latency drop from 1.2 s to 45 ms without rewriting a line of code.

Serverless Performance Boost

JavaScript · 42 stars

Wan2.2 – Open-Source HD Video Generation on a 4090

Need marketing videos but don’t trust closed platforms with your IP? Wan2.2 runs locally at 720 p/24 fps on one RTX 4090. Feed it a product shot and a text prompt; get a 10-second clip ready for TikTok—no watermark, no credits, no cloud bill.

Local Video Generation

Python · 55 stars

CryptoScope – LLM-Powered Crypto Code Review

Crypto bugs are expensive. CryptoScope lets any dev paste Solidity, Rust, or Go crypto code and get an LLM-generated security report citing real CVEs and CTF examples. It’s like having Trail of Bits on retainer for free.

Security Auditing

Python

LL3M: Large Language 3D Modelers

Turn text prompts directly into textured 3D meshes you can drop into Unity or Blender. Early tests show game studios cutting asset-creation time from days to minutes.

3D Generation · MIT & Adobe Research · 12 min read

On-Policy RL Meets Off-Policy Experts – CHORD

Open-source recipe that merges supervised fine-tuning with RL without the usual reward-hacking meltdowns. Hugging Face integration means you can fine-tune Llama-3 in one Colab that finishes overnight.

Reinforcement Learning · AllenAI & CMU · 9 min read