I Tried to Make AI Writing Sound Human by Banning AI Words Through logit_bias
I tried to make AI writing sound more human with logit_bias, an API setting that changes how likely a model is to select specific…
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OpenAI 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 postHow Codex CLI Flags Actually Work (Full-Auto, Sandbox, and Bypass)
If you use the Codex CLI, you’ve probably seen a few flags that look like they do the same thing: --full-auto, --sandbox, and --dangerously-bypass-approvals-and-sandbox.…
Read postAI in the Mining Industry
Mining is currently executing a massive pivot from manual, labor-intensive extraction to a model driven by data and automation. This is a fundamental shift…
Read postMaking Money From What You Care About
There's this idea floating around that if you're top 1% at anything, you'll make money. It sounds nice but it's not quite true. What…
Read postSpeeding Up Laravel Tests with tmpfs (MySQL in RAM)
If your Laravel test suite is painfully slow and does a lot of database work (multi-tenancy, migrations, seeding), the bottleneck is almost certainly disk…
Read postRent a Mac M4 Mini and Access It via SSH from Linux
I needed a Mac to run a Laravel test suite. On my ThinkPad T15g with Docker, the tests took so long I gave up…
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 postClaude Code Uses Your API Key Over Your Subscription, Even When You’re Logged In
If you have both a Claude subscription (Pro/Max) and an ANTHROPIC_API_KEY environment variable set, Claude Code will use the API key and bill you…
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 postMigrate Claude Code Sessions to a New Computer
Moving to a new computer or switching from WSL to native Linux? Here's how to preserve all your Claude Code conversation history and make…
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…
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