For people building with AI: new models, local AI, coding tools, pricing and security, explained plainly.
Set up an AI daily brief plus an hourly urgent-alert agent that pulls Slack, email and WhatsApp, then refine it with a week of feedback.
How to add a personal AI agent to Slack, give it calendar access and a written rule set, and have it propose meeting times in a format you define.
Role engineering replaces prompting with delegation. Learn SMART goals, knowledge bases, gold-standard examples and SOPs for long-running Claude work.
Railway reported unauthorized access to encrypted environment variables. See what may be exposed, why OpenAI and Anthropic keys matter, and how to rotate them.
Use Apify scrapers through Claude to mine Reddit, YouTube comments and social posts, then turn the research into decisions. Availability and costs covered.
Set up OpenAI's Dot as a Slack scheduling assistant: calendar access, a 20 to 25 rule set, and personalization settings so others can book with it.
Bernie Sanders wants to pause AI and outlaw superintelligence. Here is what a pause would and would not fix for cyber risk, open-weight models and AI agents.
Black October explained: the October 21 PHP disclosure, AI agent attack traffic, Storm-0940's three-hour cloud takeover, and why patching may not be enough.
Kimi K3.1 Pro claims near-Opus results, but a six-task KingBench run scored it 5.37/10. See task scores, cost, and how it compares to rivals.
PhoneBot from UCLA's Dennis Hong lab uses a $50-80 used smartphone as the robot's brain. Here is how it works, how it recovers from falls, and what it costs.
Ideogram's new vector model turns prompts into clean, editable SVGs. Here is how to use it, edit elements, download files, and spot the wonky outputs.
Perplexity Computer is reported to run on a Mac with Qwen 3.6 instead of cloud machines. What the 36GB unified memory figure means and what to check first.
Local LLM hardware tiers compared: RTX 4090, RTX 5090, RTX Pro 6000 Blackwell and Mac Studio, with prices, tokens per second, and multi-agent limits.
Flint is roughly 10x faster than dense Qwen 3.8 27B but scores 55 vs 73 on Terminal Bench. Here is where each local coding model fits.
Recraft V4.1 Flash makes images in about 1.3 seconds. See how the low-res draft plus enhance flow works, how custom shareable styles work, and the free plan.
Cozy Clay 3.0 is a free, open-source 3D previs tool for AI video. Learn how to install it with Pinocchio, connect an agent, and control the camera.
A creator reported swarms of AI agents, leaked Railway API keys and PHP panic. Here is what is unverified and the security steps worth taking now.
Carbon-X is a 14.8B open DNA and text model that fits on one 80 GB GPU. Set up Transformers v5 or vLLM, handle DNA tokens, and call it from an agent.
Five habits for keeping Claude Opus 5.5 on track during hour-long coding runs: simple prompts, benchmarks, tests, reference designs, and team orchestration.
How to wrap an autonomous AI software factory in guardrails: agent and skill registries, a context lake, readiness scorecards, and controls, using Port.
Kuaishou's Kling AI video unit plans a Hong Kong IPO next year at about $18B. Kuaishou holds 68%, with Alibaba, Tencent and Baidu as minority backers.
Iron Goddess is an unreleased video model seen in Arena.ai battle mode. Test clips, native sound, a Seedance 2.5 comparison, and the Alibaba theory.
InclusionAI's MIT-licensed Ling-3.0 Flash Santé is a 124B MoE healthcare model. See clinical test results, benchmark standing, and its lack of vision.
Flint runs about 10x faster than a dense 27B model. See how 2.5B active parameters, hybrid attention, a 4-bit output layer and a fused kernel do it.