Developer Guide - Page 8
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A Grok Bot Can Run Statistical Models on Its Own Cloud Computer
A Grok Bot's cloud computer can install Python stats libraries and fit models in seconds, but has no GPU, no published limits and shared keys.
Scaling with AI Agents: a Step-by-Step Playbook for Small Firms
Playbook for SMBs: reversible tasks first, human approval gates, clean knowledge base, seat vs outcome pricing. Case studies are vendor claims.
Three in Ten UK Firms Use AI. Here’s What Small Firms Actually Run
ONS says about 30% of UK firms used AI in September 2026. This explainer covers official stats, seat vs outcome pricing, and links a companion playbook.
insitro and AstraZeneca Sign AI Collaboration to Hunt Drugs for MASH and Cardiomyopathies
insitro gets $40m upfront and is eligible for up to about $1.46bn in potential milestones in an AstraZeneca AI deal for MASH and heart disease.
Quick Guide: How to Build a Claude Code “Second Brain” With Email, Notes and a Browser
One X user's recipe joins Claude Code, Google's gws CLI, Graphify and Playwright into a "second brain". How to set it up, and the risks to check first.
AWS Makes Its AI/ML Skill a Core Part of the Agent Toolkit, Taking Coding Agents From Inference Tuning to Full SageMaker Workflows
AWS's AI/ML skill is now a core Agent Toolkit skill, so coding agents can select, train, optimise and deploy SageMaker AI models in plain language.
Meta Says It Turns Idle AI Inference Capacity Into Better Ads Recommendations
Meta's engineers describe a shared opportunistic capacity pool that uses idle inference capacity to rank more ads and serve stronger models.
Reverse Engineer Anything: The Open-Source MCP Tool for AI Agents
REA is an open-source MCP tool that lets AI agents inspect software. What the project says it does, how to set it up, its limits and legal risks.
Shadow Traffic Testing (Traffic Mirroring) for Software and AI Changes: How It Works and How to Set It Up
How shadow traffic testing (traffic mirroring) works, with doc-sourced Envoy, Istio, NGINX and GoReplay setups, plus comparison, rollback and risks.
Google Open-Sources ML Drift, the GPU Engine Inside LiteRT, Under Apache 2.0
Google has open-sourced ML Drift, the GPU engine inside LiteRT, under Apache 2.0. The 40%, 30% and 12% figures are Google's own claims; the old TFLite GPU delegate gets no new features.
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