Insights on AI agent observability, debugging, and building reliable autonomous systems.
Google's TurboQuant: What It Is and Why It Actually Matters The numbers are absurd. For one user running a single Llama-3.1-8B model at 128,000 tokens of context, the KV cache alone chews up 16 gigabytes of VRAM. On a GPU that might have 24GB total. ...
OpenAI's Super App Bet: Everything Gets Merged Into One OpenAI just killed Sora. Not officially, but sources say the video generation team was wound down so resources could shift toward Codex. And as the alert came through, the timing felt deliberate...
Codex vs Claude Code: What Nobody Is Telling You About the $200 Fight You've been staring at your terminal for 20 minutes. Your Claude Code session just hit a rate limit. Again. It's 4pm on a Tuesday and your "unlimited" coding assistant just told yo...
The Problem with Asking AI the Same Question Twice Someone on Hacker News asked the question that stops most people cold. "Isn't this just kicking the can down the road?" They were responding to Andrej Karpathy's LLM Wiki, a pattern that proposes we ...
OpenCode Go: Is Quantized Worth It? A Reddit post from March 2026 called it "genuinely the worst coding plan I have ever used." It got 94% upvotes. 72 people agreed in the comments without much pushback. The post was about OpenCode Go, a $10/month su...
MiniMax M2.7 Is Open Source, and It's Rewriting Its Own Code MiniMax dropped M2.7 on Hugging Face a few hours ago. 229 billion parameters, full weights available, Apache 2.0 license. Within minutes, someone on r/LocalLLaMA was already asking how to r...
When Zhipu's global head Zixuan Li tweeted "Don't panic. GLM-5.1 will be open source," developers started paying attention. The tweet came March 20th. A week later, on March 27th, Z.ai quietly dropped
Security researcher Chaofan Shou posted one line on X on March 31, 2026: "Claude code source code has been leaked via a map file in their npm registry." That's it. No screenshot. No thread. Just one l
When Palantir and NVIDIA dropped their Sovereign AI OS announcement on March 12, the defense and government crowd got very quiet. The good kind of quiet. The "this changes our procurement conversation
