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Deep Dive Coding

Python 3.15 Free-Threading & JIT Roadmap: Agent Builders' 2026-27 Guide

Python 3.15.0 is on a hard October 1 release with free-threading now a first-class build, PyTorch and JAX have stopped shipping 3.13t wheels, and the 3.16/3.17 JIT roadmap targets 20%+ free-threaded gains. Here is what agent builders must migrate to before year-end.

Deepak Bagada Deepak Bagada
10m read
Deep Dive LLMs

Open Weights vs Export Controls in 2026: America's Open Model Fight

August 2026 opened with 25+ companies — Nvidia, Microsoft, Meta, then Google and OpenAI — signing a letter urging Washington not to restrict open-weight models, months after Claude Fable 5's worldwide suspension. This is the policy-economics collision shaping every enterprise model decision.

Deepak Bagada Deepak Bagada
12m read
Deep Dive Coding

GPT-5.6 Programmatic Tool Calling: When the Model Writes JS to Drive Tools

GPT-5.6, GA on July 9 2026 as Luna, Terra and Sol, added programmatic tool calling: the model writes JavaScript that orchestrates your tools inside OpenAI's sandbox instead of round-tripping every call through the conversation. Here is a worked example, the security model, and the budgets that make it safe.

Deepak Bagada Deepak Bagada
11m read
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