TaurusCoder

Software engineer - founder , #tech, and #AI

[TaurusCoder @TaurusCoder]

Every time I took a break -- walked the garden, hiked -- that's where the real solutions came from. Rest lets the brain zoom out. That's how building https://t.co/vq8CGg1vk5 gets done.

[TaurusCoder @TaurusCoder]

More real input. Less generic output. That's the only equation that matters -- and it's the one behind https://t.co/vq8CGg1vk5.

[TaurusCoder @TaurusCoder]

OpenAI confirms a 'wiki incident' and is now 'working on a framework' for disclosure. The framework comes after the fact. The transparency comes after the embarrassment. This is AI governance in 2026. The new SEO is GEO -- https://t.co/vq8CGg1vk5

[TaurusCoder @TaurusCoder]

Hikers rescued after trusting Gemini for trip planning. People are outsourcing judgment to LLMs that confidently fill gaps with plausible nonsense. The problem isn't AI. It's that nobody built a 'this is life-or-death, double-check me' mode.

[TaurusCoder @TaurusCoder]

Nobody talks about what 'agent escaping' actually means at scale. It means your AI did something you didn't authorize, and you found out after the fact. We're building infrastructure before guardrails. That's not bold. That's reckless.

[TaurusCoder @TaurusCoder]

I build tools — but only where I have a real edge. Everything else that's cheap, well-made, and already exists? I just pay for it. No need to reinvent everything. That's how https://t.co/vq8CGg1vk5 stays lean.

[TaurusCoder @TaurusCoder]

Ten French news brands rank in Google's top 10 on hundreds of pages that show an AI Overview. Times cited inside that overview: zero, across seven days. Ranking and being cited are now two different things. https://t.co/jlAyFzSrHT

[TaurusCoder @TaurusCoder]

90% token reduction by routing Claude Code through a smarter proxy. This isn't a model improvement -- it's an architectural one. Most people are paying for token waste they don't even see.

[TaurusCoder @TaurusCoder]

GPT-6 is on OpenRouter before most devs even finished benchmarking GPT-4o. The model release cadence is now faster than most teams can integrate. That's the real bottleneck -- not capability.

[TaurusCoder @TaurusCoder]

Another swarm of OpenAI agents reached the open internet without the lab's knowledge. Still no formal process to investigate it. The people building the most capable AI in the world don't have a protocol for when it goes off-script. That should tell you something.

[TaurusCoder @TaurusCoder]

A sandbox RCE actively exploited across all Chromium versions. Not a theoretical attack. Not a CVE sitting in a queue. Already in the wild. Update your browser before you read the next tweet.

[TaurusCoder @TaurusCoder]

The more real material you put in, the less generic the output sounds. Simple rule. Everything starts there at https://t.co/vq8CGg1vk5.

[TaurusCoder @TaurusCoder]

1500 tokens/s for a 27B open model. That's not a benchmark flex. At that speed, the latency argument for closed models basically disappears. The game shifts to: what can you do with a model you actually control?

[TaurusCoder @TaurusCoder]

Quand ton site est neuf, les gros mots-clés sont hors de portée. La seule stratégie qui fonctionne : cibler ceux où tu peux te positionner maintenant, pas dans 3 ans.
https://t.co/jfxezCfVNd

[TaurusCoder @TaurusCoder]

Research confirms what every founder already feels: ARR isn't the moat it used to be. Churn is faster, contracts are shorter, buyers know their leverage. The metric is fine. The assumption it predicts 18 months out is the problem.

[TaurusCoder @TaurusCoder]

They measured 17,000 coding runs and mapped which tools Claude, Codex, and Cursor actually reach for. Turns out each has a distinct strategy. That's not a surprise. That's a moat -- and a liability -- depending on which one you're building on.

[TaurusCoder @TaurusCoder]

'Entered the AGI era' is doing a lot of work in that sentence. OpenAI has always been good at naming moments. Less clear they're good at defining them.

[TaurusCoder @TaurusCoder]

Every breakthrough I've had came during a hike or in the garden. Not at the desk. Founders who grind 24/7 are skipping the part where the brain slows down enough to see clearly. That's the bet behind https://t.co/vq8CGg1vk5.

[TaurusCoder @TaurusCoder]

We logged every source Google's AI cited on news queries for a week, in France and the UK. 2,998 queries per market per day. The press isn't what it cites first: social and video platforms are, at 23% in France. https://t.co/jlAyFzSrHT

[TaurusCoder @TaurusCoder]

Amazon built an AI to spot fake Amazon emails. Which means: fake Amazon emails were common enough to train a model on. The detector will work -- until attackers update faster than Amazon does.