Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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How AI Founders Are Using AI to Power Their Own Go-to-Market
Voice calling, LinkedIn outreach automation, and AI-generated podcasts: how AI-native founders are using AI itself to drive distribution and growth.
The 5 Levels of AI Builders: Why Some Founders Ignore the Hype
A framework for AI founders explaining why big OpenAI or Anthropic launches rattle some builders and hand others a lasting edge.
Why Voice Tools Like Whispr Flow Signal a New Computing Paradigm
Voice interfaces are moving from novelty to infrastructure. Here's why builders treat Whispr Flow as proof that voice is the next computing layer.
AI Agent Skills Explained: The Hidden Superpower in Claude and ChatGPT
What AI agent skills actually are, how skill.markdown files load in Claude, ChatGPT and Codex, and why most people misunderstand them.
Who Gets Credit When AI Writes the Proof?
OpenAI's math breakthroughs are reigniting a fight over who deserves credit for AI-generated proofs: the model, the researchers, or no one yet.
The Discovery Questions That Set Your AI Automation Price
Learn the discovery-call questions, scoping method, and milestone structure that turn AI automation projects into defensible, well-priced proposals.
Sphere Packing and Non-Sofic Groups: What AI Actually Solved
A plain-English breakdown of high-dimensional sphere packing and non-sofic groups, the math problems an unreleased AI model recently cracked.
How to Write AI Skills That Actually Work (Not Just Look Good)
A practical guide to writing, auditing, and maintaining custom AI skills for Claude and ChatGPT, instead of collecting random ones off GitHub.
OpenAI's Astra Model Solved 10 Open Math Problems for $2,000
OpenAI's unreleased Astra model reportedly solved 10 decades-old open math problems for under $2,000, including a sphere-packing bound unmoved since 1978.
How to Price AI Automation Projects So Clients Can't Say No
A value-based pricing framework for AI automation projects, using client math instead of hourly rates to build proposals clients accept.
Anthropic's Economic Index Connector: Find AI Use Cases for Your Job
Anthropic's Economic Index connector lets Claude pull real usage data to suggest AI use cases matched to your actual job and tasks.
ChatGPT's Voice Mode Overhaul: What Changed and How to Use It
OpenAI rebuilt ChatGPT's interactive voice across web, mobile, and desktop with live video, screen sharing, and work integration.
Claude Opus 5: Why Users Say Anthropic's New Model Is a Downgrade
Claude Opus 5 posts strong benchmarks but many users report verbosity, overreach, and worse coding judgment than Opus 4.8. Here's what's going on.
Claude Voice Mode Arrives: How It Stacks Up Against ChatGPT Voice
Claude's web app finally gets real interactive voice chat. Here's how it compares to ChatGPT's voice overhaul across chat, work, and code.
DeepSeek V4 Flash: The Cheapest Frontier-Level Open Model Yet
DeepSeek V4 Flash jumps to 54% on agentic coding benchmarks and rivals larger models, but harness choice explains much of the gain.
Gemini Robotics 2: How Google's AI Gives Humanoids Full-Body Control
Google's Gemini Robotics 2 lets humanoid robots reason, balance, use dexterous hands, and coordinate with other robots on shared tasks.
Google Earth Now Lets You Reimagine Any Place With AI
Google added Nano Banana image generation to Google Earth, letting anyone visualize real locations in the past, future, or reimagined for free.
Jack Dorsey's Buzz App Lets AI Agents Join Your Team Chats
Jack Dorsey's Buzz app invites Claude Code, Codex, and other AI agents into group chats. Here's how it works and who it's for.
Meta AI Can Now Manage Your Calendar and Gmail: What Changed
Meta AI adds agentic connectors for Gmail and calendar, letting it read your inbox and manage events, catching up to OpenAI and Google.
How to Run DeepSeek V4 Flash Locally: Hardware, Quantization, Tests
A practical guide to running DeepSeek V4 Flash locally, covering VRAM needs, quantization tradeoffs, DGX Spark setups, and real agentic coding results.
Abacus AI Supercomputer: Run Agents, Apps, and Games 24/7 for $10
Abacus AI's Supercomputer hosts OpenClaw and Hermes agents plus prompt-built apps with databases and URLs, running always-on in the cloud.
Inside a 24/7 Multi-Agent AI System Trading a Simulated $100K Portfolio
A multi-agent AI setup with research, risk, and execution roles runs a nonstop paper-trading experiment. Here's how it works and what it shows.
ElevenLabs Expressive Mode: Giving AI Voice Agents Real Emotion
ElevenLabs' Expressive Mode adds emotional tone control to real-time voice agents, letting builders create character-driven AI personas with memory.
Google Shipped Three Gemini Models at Once. Here's What Actually Changed
Google quietly released Gemini 3.6 Flash, 3.5 Flash Light, and 3.5 Cyber, prioritizing token efficiency over raw benchmark chasing. Here's the breakdown.