How China’s Shadow AI API Market Works
China's shadow market offers access to Claude, Gemini, GPT, and other frontier models. Pay a local seller, get an API endpoint, connect it to…
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AI Will Not Make Everyone More Productive
When everyone gets access to AI, not everyone becomes more efficient. Some people and companies will become much faster while some may become even…
Read postClaude Code’s Hidden Advisor Tool
In a typical multi-agent setup, the smartest model is in charge. It plans, decomposes the task, and sends smaller pieces to cheaper workers. The…
Read postSoftware Development Is Becoming a Factory Job
When factories automated their assembly lines, the repetitive tasks went to machines, but humans stayed to oversee, fix problems, and make decisions. That's exactly…
Read postIs Opus 4.7 a Downgrade?
Opus 4.7 is not generally a worse model than Opus 4.6, but there is a real downgrade: with Opus 4.7, the control over the…
Read postOpenAI models answer an older prompt instead of the current one
There is a strange failure mode that I have been noticing in OpenAI models: in a longer session, the model can suddenly answer an…
Read postAI Exponentializes Your Tech Debt
If you have tech debt, you're now exponentially worse off, because you can't leverage the massive productivity gains that AI offers, while your competitors…
Read postBreaking Out of the Codex Sandbox (While Keeping Approval Controls)
If you're using OpenAI's Codex CLI, you might want it to work like Claude Code does by default: able to run powerful commands, but…
Read postAI is Changing Jobs. Who Benefits?
Everyone's talking about AI replacing jobs. The robots are coming for our work, right? But if you look at what's actually happening in companies…
Read postConfiguring Claude Code for Privacy and Noise Control
If you're using Claude Code for development work, you might want to minimize telemetry, disable promotional messages, and keep your Git history clean. Here's…
Read postAI is Dumber on Mondays
It's Monday morning. My coffee is hot, my IDE is open, and Claude Code just suggested I fix a bug by... creating the exact…
Read postWho will feed AI when traffic dies?
Most searches now end without a single click to an actual website. AI companies are training their models on publisher content while destroying the…
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