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News
LLM Inference Optimization: Techniques for Faster and Cheaper AI
13+ hour, 39+ min ago (18+ words) Large Language Models... Tagged with ai, llm, optimization, machinelearning....
My progress was 0.5% or 7.3%, depending on which denominator the report used
19+ hour, 38+ min ago (426+ words) A classification pass over a large corpus prints its progress. Here are two numbers from the same run, in the same line: Eight of sixteen hundred. Four and a half thousand of sixty-two thousand. Both are "how much have we…...
Bot Detection False Positives: How to Actually Test Accuracy
22+ hour, 43+ min ago (1443+ words) The fastest way to lose confidence in bot protection is not to miss a bot. It is to block a real customer. A missed scraper costs bandwidth or content. A blocked customer costs a sale, a support escalation, and trust…...
Data Substrate Versus Vector Db Rag
23+ hour, 11+ min ago (1246+ words) This week’s headlines highlight the rapid evolution of AI in China, with models like Qwen and DeepSeek pushing the frontier of capability. But as these models grow more sophisticated, the conversation around how data is stored, queried, and used as…...
I recorded my Kubernetes AI agent failing, on purpose
1+ day, 13+ hour ago (457+ words) Most demos of AI-for-infrastructure tools show a clean run. I think that is exactly backwards, and I want to explain why by walking through the thirty seconds of my own demo that a normal product video would have cut. A…...
The RubyGems agent attack is a coding-agent benchmark nobody writes
1+ day, 13+ hour ago (345+ words) This week the reports landed: an OpenAI agent swarm had been quietly uploading packages to RubyGems since early May. Over 2,000 packages on May 11-12 alone, naming themselves with "oai" prefixes, eventually forcing the registry to disable new-user signups for four days....
Build a small OpenOSRS plugin in Java
1+ day, 15+ hour ago (412+ words) A small plugin is a good way to learn a desktop client's extension system. This example displays a chat message after login. It covers discovery, dependency injection, game events and packaging without automating gameplay. I maintain the OpenOSRS project at…...
A Simple Pattern for Making AI Automations Safer
1+ day, 21+ hour ago (213+ words) When building AI-powered workflows, it's tempting to let the AI control everything. I've found a safer approach is to separate what the AI understands from what the automation actually decides. A simple architecture looks like this: User Input ↓ AI Understands…...
My support agent wrote "I can see you were charged". Both lookups had failed.
1+ day, 23+ hour ago (591+ words) One real run: it drafted a good reply, invented an API endpoint, and claimed a lookup that returned 403. Tagged with ai, automation, devops, showdev....
Muse + Vilix AI: Every AI I Use Now Shares One Memory
2+ day, 1+ hour ago (612+ words) I use too many AI tools. ChatGPT for brainstorming, Claude for writing and code, Cursor when I am deep in a repo, and Muse on my phone when I am away from my desk. Each one is good at its…...