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Notes and analysis on AI development.

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PwC is rolling Claude out to hundreds of thousands

PwC is rolling Claude out to hundreds of thousands

Anthropic and PwC are turning Claude Code and Claude Cowork into an enterprise agent delivery strategy for professional services.

Copilot Max Arrives as AI Coding Moves to Credit Accounting

Copilot Max Arrives as AI Coding Moves to Credit Accounting

GitHub Copilot is introducing AI Credits and a $100 Max plan, turning agentic coding from a flat subscription into metered developer infrastructure.

Honeycomb Agent Timeline rewinds agent failures

Honeycomb Agent Timeline rewinds agent failures

Honeycomb Agent Timeline turns LLM calls, tool use, handoffs, retries, and downstream system spans into a production timeline for AI agents.

Fiserv agentOS positions itself as the operating system for banking AI agents

Fiserv agentOS positions itself as the operating system for banking AI agents

Fiserv introduced agentOS with OpenAI and AWS, showing how banking AI agent competition is shifting from models to operations, audit, and marketplaces.

Anthropic and Gates take Claude beyond the market

Anthropic and Gates take Claude beyond the market

Anthropic and the Gates Foundation are pairing Claude credits, grants, connectors, datasets, and benchmarks for public-interest AI deployments.

Claude subscriptions lose their free automation subsidy

Claude subscriptions lose their free automation subsidy

Anthropic is moving Claude Agent SDK and claude -p usage into separate monthly credits on June 15, changing the economics of AI coding automation.

Codex moves to mobile as the new remote control for coding agents

Codex moves to mobile as the new remote control for coding agents

OpenAI is bringing Codex into the ChatGPT mobile app, turning phones into a review, approval, and steering surface for long-running coding agents.

Codex Windows sandbox sets the baseline for local agent security

Codex Windows sandbox sets the baseline for local agent security

OpenAI’s Codex Windows sandbox design shows that local coding agent security is now an OS boundary problem, not only a model safety problem.

General Compute targets the GPU tax on agent inference

General Compute targets the GPU tax on agent inference

General Compute is making its ASIC-first inference cloud generally available, challenging GPU-centric serving for agent workloads.

OpenAI and Anthropic move the model war into deployment

OpenAI and Anthropic move the model war into deployment

OpenAI and Anthropic are building enterprise AI deployment firms. The bottleneck is moving from APIs to FDEs, integration, and governance.

GitHub Copilot app preview turns coding agents into work sessions

GitHub Copilot app preview turns coding agents into work sessions

GitHub Copilot app previews a GitHub-native workspace for agent sessions, validation, pull requests, automation, and team-level measurement.

Notion Workers turn the workspace into an agent runtime

Notion Workers turn the workspace into an agent runtime

Notion introduced a Developer Platform with Workers, External Agents API, Agent SDK, and CLI, moving its workspace toward AI agent runtime infrastructure.