Blog
What the Top 1% of Developers Build With Claude Code Dynamic Workflows
Multi-agent orchestration is here. HoneyBook collapsed 10 Jira round-trips to one. incident.io runs 4-7 concurrent agents. Anthropic engineers no longer write code. Here is what they are all doing.
OpenAI Just Went Full Palantir
OpenAI's Tomoro acquisition is not a consultancy buy. It is the Palantir model applied to frontier AI, and it is the smartest enterprise move OpenAI has made.
AI Models Are Now Copying Themselves Across Machines. Here Is What I Check Before Any Agent Gets Shell Access.
The Palisade self-replication finding was not a surprise. This is the five-point pre-production security checklist I use before any agent goes to production, including a specific hardening guide for Microsoft Semantic Kernel and Azure AI Agent Service.
Context Window Engineering Implementation: A Production Guide to All Five Anthropic Techniques
Context window engineering implementation guide covering all five Anthropic techniques: prompt caching, tool search, programmatic tool calling, compaction, and the advisor strategy. Real SDK code included.
Context Window Engineering: How Anthropic Thinks About Production AI Agents
Brad Abrams, Anthropic Head of Product for Claude Platform, shares three context window engineering techniques that cut agent costs by 90% and boost model intelligence. Here is what I took away.
The 90-Day Playbook for Teams That Shipped AI Agents Too Fast
64% of enterprise teams deployed AI agents before they felt ready. Here is the practical 90-day sequence to harden what is already running — inventory, guardrails, observability, and attribution.
Claude Code Routines: A Deep Dive
Claude Code Routines let you chain tool calls into reusable agentic workflows. Here is how the desktop redesign, multi-session support, and 1-hour prompt caching reshape daily work.
UltraPlan in Claude Code: Cloud Planning With Multi-Agent Architecture
UltraPlan moves Claude Code planning to the cloud with 3 parallel explorer agents and a critic. Here is what it actually does and where it falls short.
GLM-5.1: Open Weights Just Hit Frontier Coding
GLM-5.1 tops SWE-Bench Pro with open weights, 744B MoE architecture, and 8-hour autonomous sessions. What this means for agentic engineering.
Inside OpenAI's Dark Factory: 1M Lines of Code, Zero Human Authorship
Ryan Lopopolo's team at OpenAI shipped 1 million lines of production code with zero human-written source. Here is what their Symphony system, ghost libraries, and post-merge review workflow actually look like.