Keeping AI characters consistent across a 30-shot short drama: treat them as dependencies, not descriptions

A production outbound voice agent was taking about three seconds to answer. We got it to about one....

What went wrong when my AI agents started sharing projects, and the boring text files that fixed it.

Claude 4.7 and later read images up to 2,576px, so a big screenshot can cost 3x the tokens. The 28px patch math, plus a TypeScript script to count yours.

Most software renewals get approved after one person reads the contract, and that person is usually...

Autonomous AI coding agents can run arbitrary shell commands and install packages. Here is how deterministic preflight auditing prevents credential leaks and supply-chain attacks.

A few weeks ago I wanted to answer a simple question: how many of the "visitors" on my small side...

Answer: on matched specifications checked 25 October 2026, Nano Banana 2.1 at 4K costs $0.05 here...

Answer: on Callirra, a 4K image costs 5 credits ($0.05) on Nano Banana 2.1 and 8 to 35 credits on GPT...

A @tool function is twelve lines. What the model receives is a contract written in your docstring — and 38 of the 46 built-in tools are being replaced.

OpenAI's November 4 research post, "A thousand fewer paths to root," reports a striking result: a...