Hinton: language as a modelling medium and mortal computation
Hinton traces LLMs back to his 1985 family-tree net, argues digital weight-sharing makes them existentially dangerous, and claims multimodal chatbots already...
Anthropic's five pillars for production-grade AI agents
A TikTok teaser points to an Anthropic talk on where AI development is heading: tool orchestration, memory, observability, long-running agents, production in...
One person + Claude + Google Cloud = full engineering org on a laptop
A TikTok hook claims one operator with Claude and Google Cloud can replace an engineering org, but the post is marketing, not a real playbook.
WordPress 7.0 AI dashboard claim (TikTok, unverified)
A TikTok creator claims WordPress 7.0 ships native Claude, Gemini, and ChatGPT integration. The claim is unverified and likely inaccurate.
Claude Code automation for tracking trending AI GitHub repos
A Claude Code automation populates an Obsidian vault with top trending AI GitHub repos from the past week and month. Setup is a single natural-language prompt.
Cloudflare's managed robots.txt and ad-aware AI bot blocking
Cloudflare's free managed robots.txt auto-blocks AI training crawlers, with an option to block AI bots only on ad-monetized pages.
pyinfra: Python code into shell commands across servers
pyinfra compiles Python into shell commands run over SSH, Docker, or locally. Faster, agentless Ansible alternative with realtime output and dry runs.
Anthropic engineer's 14-minute guide to building Claude agents
TikTok recap of an Anthropic engineer's agent-building advice: start with three primitives, don't agentify everything, and respect the tiny working context.
DAC: dashboard-as-code with YAML/TSX and built-in semantic layer
DAC is an open-source dashboard-as-code tool from Bruin. Define dashboards in YAML or TSX, version-control them, and serve via a CLI with a built-in semantic...
Vibe video editing: Codex edits a vlog from raw footage
A creator points Codex and Claude Code at raw vlog footage with the Video Use repo and gets a six-minute edit from a one-line brief, no manual trimming.
n8n MCP server for Claude Code: TypeScript-validated workflows
n8n's official MCP server lets Claude Code generate workflows as TypeScript that compile and type-check before touching your instance, slashing JSON-guess er...
OpenDesign: open-source clone of Claude Design
OpenDesign is a fresh open-source clone of Claude Design that matches its look and outputs, works with any coding harness, and can run locally to dodge usage...
Prompt guidance for OpenAI GPT-5.5
OpenAI's official GPT-5.5 prompt guide: legacy ALWAYS/NEVER prompts now hurt performance. Use outcome-first prompts with stop rules and verification loops.
RuFlow plugs 60 coordinated AI agents into Claude Code
RuFlow is a free open-source orchestration layer that spins up 60+ specialised AI agents on Claude Code, with task-complexity routing claimed to cut token us...
OpenSpace: self-improving skills for Claude Code agents
OpenSpace from HKUDS analyses skill performance after each task and decides to repair, enhance, or capture it, claiming 46% fewer tokens once tuned.
The real reason Google gave away Gemma 4
Google released Gemma 4 under Apache 2.0 with the same research lineage as Gemini 3, using open-source as a top-of-funnel play to convert developers to Googl...
Prompting 101: Anthropic's 10-block prompt skeleton
Anthropic engineers walk a Swedish car-insurance vision task from a one-line prompt to a production prompt, showing the 10-block skeleton and which levers mo...
Claude adds Blender, Adobe, and Autodesk Fusion connectors
Anthropic shipped Blender, Adobe Suite, and Autodesk Fusion connectors for Claude in a single morning, pushing into design and engineering workflows.
Claude Code SDK and GitHub Action: headless agents in CI
Anthropic engineer demos the Claude Code SDK and GitHub Action, showing how headless agents open PRs, push commits, and review code on existing runners.
Why Zapier still matters in the 2026 agent wave
ChatGPT and Gemini agents shifted the bottleneck from model capability to tool connectivity, which is why orchestration layers like Zapier still matter.