Hands-on with graphify on httpx: a 2,233-node code graph in 2.1 s with zero LLM tokens, and explain at 628 tokens vs 13,659 to read the file.

What an AI engineer needs is not to master cutting-edge theory, but to be able to build functional products using existing ...

Welcome to The Deep Dive. If I told you that 93% of the capabilities of the top-tier AI you use daily are being wasted, would ...

OpenAI reports gains in both a 20-language coding benchmark and tests of COBOL migration, while noting that production ...

The net runs on code, cables and late-night decisions, backed by legacy fixes, hidden dependencies and shell scripts nobody wants to touch.

Instead of metering tokens, ReadyServer LLM API runs on a fair-share policy that keeps any single workload from crowding out other users. During peak demand, requests are queued, and customers who ...

GPT-6 COBOL migration hits 97.9% behavioral fidelity in OpenAI’s latest benchmark, a 16-fold improvement over prior models, but enterprise IT teams should understand the gap between benchmark accuracy ...