Blog
Notes and analysis on AI development.
ChatGPT can now read bank accounts, and personal finance AI becomes a data boundary problem
OpenAI launched a ChatGPT Finances preview with Plaid account linking. The bigger story is how AI agents earn access to sensitive financial context.
Berget Code puts a 150 euro price on sovereign AI coding
Berget Code turns the AI coding-agent market into a data-residency, jurisdiction, and procurement question for European teams.
SoundHound OASYS turns voice AI into an operations layer
SoundHound OASYS frames voice agents as a self-learning operations layer across phones, cars, kiosks, stores, and customer workflows.
GPT-5.5 crossed 50%, exposing the real bottleneck in enterprise document agents
GPT-5.5 became the first model to pass 50% on Databricks OfficeQA Pro, showing that enterprise agents still fail on parsing, retrieval, permissions, and orchestration.
Freshworks Targets the 47% of IT Tickets Filed After Hours
Freshworks AI Agent Studio turns ITSM into an execution layer for AI agents, with MCP Gateway and xLA as the control points.
Codex mobile remote access rewires the approval loop
OpenAI Codex adds mobile remote access and automation tokens, shifting coding agents toward supervised execution, workspace identity, and audit.
Honeycomb moves AI agent observability into the operations layer
Honeycomb Agent Timeline shows how AI agent operations are shifting from model quality alone to traces, cost, policy evidence, and runtime accountability.
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
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 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 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 the Gates Foundation are pairing Claude credits, grants, connectors, datasets, and benchmarks for public-interest AI deployments.