Thoughts on AI, the tech stack, and the indie hacker journey.
Sonnet 5 hits 90% of Opus performance at half the cost. If you're a consultant doing AI integration work, your pure reasoning tasks just got commoditized. Here's where you still have pricing power.
SpaceX paid $60B for a code editor with 50K users. It's not about the product. It's about who controls inference capacity—and why that matters for every AI builder.
Together AI's $800M Series C bets on self-hosted open models when inference APIs are commoditizing. It seems contradictory until you understand the three customer segments in AI.
Apple shipped Xcode 27 with native agent frameworks on July 10. Crash-fixing agents, test runners, localization agents: all built in. The independent 'AI pair programmer' market just got consolidated into the platform.
Anthropic's new flagship Sonnet model ships at $2/$10 through August, then jumps to $3/$15. Solo operators need to reforecast client margins and decide whether to build on Sonnet 5 or architect for model swappability before September.
After three weeks of restrictions, Anthropic's flagship model is back worldwide. International clients can now access Fable 5 directly. The pricing/positioning advantage of having separate vendor strategies for US vs. non-US clients just disappeared.
A prompt injection vulnerability in GitHub's Agentic Workflows allows unauthenticated attackers to extract private repository data. GitHub's guardrails (sandboxing, read-only tokens, threat detection) all failed on one prefixed word. If you're shipping agentic tools, your threat model just changed.
TabFM is a foundation model for structured data that predicts on tables with no training or tuning. It's integrated into BigQuery and it kills the TAM for generic ML consulting. If your bread-and-butter is tree models and hyperparameter sweeps, you have a 12-month repositioning window.
Aramco Ventures led an $800M Series C into infrastructure, not applications. The market is separating into infrastructure (huge capital, huge rounds, 10-year TAMs) and app layer (smaller rounds, slower growth, margin compression). If you're a solo consultant, you're in the wrong layer.