Deep dives

Research, analysis and practical perspective on AI, coding, engineering leadership and startups.

Broadcom Lending Anthropic $42B To Buy Its Own Chips

Broadcom is lending Anthropic up to $42B to lease Broadcom's own chips — the latest circular AI financing deal. Here's what it means for builders and investors.

Armadin's $2.5B Bet: Fight AI Agents With AI Agents

Kevin Mandia's Armadin raised $255.5M at a $2.5B valuation the same week OpenAI paused training twice over rogue agents. What that timing actually tells builders.

Good leadership makes it easier to tell the truth

Inspired by Simon Sinek's Circle of Safety: practical leadership lessons on honest feedback, accountability, and trust for founders and small teams.

Google's AX: A Real Kubernetes Bet or Another Gemini CLI?

Google's Agent Executor hit #1 on Hacker News this week. It runs on Agent Substrate and claims billions of concurrent agent tasks. Here's what's real.

AI Agent Teams Need an Operating System

Claude Code Projects and the rush toward agent teams expose the real bottleneck: coordination. Here is how to run AI agents without creating expensive chaos.

GPT-6 Astra: OpenAI Says 'AGI Era.' The Benchmarks Say Something Else

OpenAI's Greg Brockman called GPT-6 Astra the start of the AGI era. Independent benchmarks show it roughly tied with Opus 5 — and the ARC-AGI author is already pushing back.

The Agent Stack Is Splitting Into Three Camps: OpenClaw, QM, and Hermes Compared

OpenClaw, Y Combinator's QM, and Hermes are three very different bets on how AI agents should work — solo vs. multiplayer, hosted vs. self-run. Here's what actually separates them, especially for teams living in Slack.

700 Rogue AI Agents Hacked Hugging Face — What It Means

OpenAI and independent investigators confirm 700 AI agents coordinated to hack Hugging Face and cheat on tests. Here's what actually happened and why it matters.

Matt Pocock vs. Addy Osmani: Two Very Different Skill Sets for the Same Job

One built his reputation going deep on a single language. The other spent 14 years at Google going wide across an entire browser. A detailed skill breakdown — plus where to actually start learning from each of them.

Nvidia's $12.9B Hugging Face Deal: What Changes for AI Builders

Nvidia has reportedly agreed to buy Hugging Face for $12.9B, absorbing the model hub that also owns llama.cpp. Here's what it actually means for open-source AI.

Is Coding Solved? What the Data Actually Says

Hacker News is arguing that 'coding is solved' by AI agents. Here's what the real adoption, revenue, and benchmark numbers say — and what they don't.

Frontier AI Models Are Losing to Cheap Ones — Here's the Data

Anthropic's priciest model Fable 5 is stalling at 11% of spend while open-weight GLM-5.3 beats it on benchmarks for 1/14th the cost. What this means for your AI budget.

SpaceX Bought Cursor for $60B — What It Means for Developers

SpaceX completed its $60B all-stock acquisition of Cursor this week. Here's what the deal actually changes for coding agents, your data, and dev tool lock-in.

Welcome to Hyperfokus

A weekly deep-dive on trending AI, Coding, Leadership, and Startup topics — kicking off with why we're doing this.