News
Kimi K3 Benchmarks, Pricing & Speed (July 2026)
15+ hour, 52+ min ago (487+ words) 52 of 313 tracked benchmarks are published. 34 are verified and 18 provisional. 5 of 8 categories are measured. BenchLM is tracking Kimi K3, but this profile is currently excluded from the public leaderboard because it still lacks enough non-generated benchmark coverage to rank safely. Only non-generated…...
What it actually takes to turn a Python scraper into a real Apify actor
47+ min ago (301+ words) A scraper that works on your machine and an actor that survives in production are two different things. I found this out the hard way shipping ten of them on the Apify Store. Here's what actually breaks, and what fixes…...
Scaling MCP Servers to Cloud-Native Java and HTTP
1+ hour, 52+ min ago (411+ words) The newest updates to the MCP specification solve this problem by introducing a completely stateless HTTP foundation. By removing the traditional initialization handshake and session IDs, MCP servers can now function as lightweight, independent microservices. When you combine this stateless…...
I Kept Losing the "Why" Behind My Code Every Time I Closed an AI Chat, So I Built a Tiny Tool to Save It
1+ hour, 3+ min ago (412+ words) Last Tuesday I was deep in a session with an AI assistant, rewriting a caching layer that had been quietly leaking memory in production. We tried Redis first. It worked. Then I looked at the actual data volume (about 50MB, tops)…...
One blocking call freezes every request: FastAPI's def vs async def
1+ hour, 1+ min ago (194+ words) Put the same blocking call in three different endpoint styles and rank the outcomes: Node engineers have met the mirror image of this story, a hidden threadpool (libuv's) that quietly starves while the event loop looks healthy. Python inverts it:…...
The getting is good (optimizing unattended runs) — LessWrong
2+ hour, 12+ min ago (177+ words) What a time to be alive! Some people posted about how to do cheaper better faster speculative decoding and it ended up in grok 4.5. There's currently massive differences between models in how long you can leave it unattended running on…...
I rewrote my AI-agent tool from Bash to Python. That was the easy doubt.
1+ hour, 23+ min ago (947+ words) There are, conservatively, nine thousand tools for running AI agents across your projects. This is number nine thousand and one. I know. Stay a second anyway. Docket, then: a control plane for running OpenClaw agents across projects, made with heavy…...
Guide to data tools landscape for developers · OlegWock
2+ day, 12+ hour ago (1777+ words) Some time ago, I joined Deepnote as a software engineer. Deepnote makes a cloud notebook for data teams. I, however, didn't have any background in data. But I knew what a notebook was and I thought it would be interesting…...
Karpathy's LLM Wiki is directionally right, but the implementation is a dead end
2+ hour, 2+ min ago (712+ words) A few days ago, Karpathy dropped LLM Wiki. The AI internet exploded. "RAG is dead." "A true second brain for AI." "Finally, persistent knowledge that doesn't rot." Five thousand stars. Millions of impressions. Universal praise. I need to say something…...
Our few-shot examples came from the eval set. The 0.94 was fiction.
1+ hour, 46+ min ago (1111+ words) I was not looking for this. I was chasing p99 latency on the routing endpoint, which had crept past two seconds and was making the queue back up. So I pulled a slow trace and started reading the prompt we actually…...