Building products from interface to infrastructure. AI is the frontier. Discipline is the edge. I think a lot, usually about things that people like to avoid.
What do u call it when you have double feelings for yourself??? Like sometimes I feel like a god and sometimes I feel like I'm a worthless imposter who's pretending to fit in?
I had a dream where I saw the future of AI. Not software AI — physical AI. Humanoid robots everywhere, every household having one. But the crazy part was that robots had downloadable skill packs. Chef packs, mechanic packs, therapist packs.
Then I saw a “420 Skill Pack” where someone trained a robot to roll joints using first-person footage until it learned not just the task, but the vibe too. That’s when I realized the future AI economy won’t just be about intelligence.
Software horror: litellm PyPI supply chain attack.
Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords.
LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip install dspy` (which depended on litellm>=1.64.0), you'd also be pwnd. Same for any other large project that depended on litellm.
Afaict the poisoned version was up for only less than ~1 hour. The attack had a bug which led to its discovery - Callum McMahon was using an MCP plugin inside Cursor that pulled in litellm as a transitive dependency. When litellm 1.82.8 installed, their machine ran out of RAM and crashed. So if the attacker didn't vibe code this attack it could have been undetected for many days or weeks.
Supply chain attacks like this are basically the scariest thing imaginable in modern software. Every time you install any depedency you could be pulling in a poisoned package anywhere deep inside its entire depedency tree. This is especially risky with large projects that might have lots and lots of dependencies. The credentials that do get stolen in each attack can then be used to take over more accounts and compromise more packages.
Classical software engineering would have you believe that dependencies are good (we're building pyramids from bricks), but imo this has to be re-evaluated, and it's why I've been so growingly averse to them, preferring to use LLMs to "yoink" functionality when it's simple enough and possible.