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Agent Infrastructure

Practical field notes on deploying AI agents across B2B operations. What works, what breaks, and what the market is missing.

Featured

Anthropic Accidentally Leaked Claude Code's Entire Source Code. Here's What It Reveals About AI Agent Architecture.

512,000 lines of Claude Code source code were exposed via an npm source map. The leak reveals 44 feature flags, multi-agent coordination, and a tool-based architecture that validates how production AI agents should be built.

Ron Berry·Apr 1, 2026·7 min read
AI DeploymentApr 7, 2026

AI Agent Deployment Costs: What $20K Setup + $10K/Month Actually Buys You

Pricing transparency on AI agent deployment. Here is what a $20K setup and $10K/month retainer covers, what it replaces, and how to evaluate whether the ROI makes sense for your business.

8 min readRead
AI DeploymentApr 3, 2026

Why DIY AI Implementations Cost More Than You Think

Q1 2026 data shows headcount savings from DIY AI are vanishing into technical debt. Only 29% of executives can measure AI ROI. Here's what the numbers reveal and why managed deployment wins.

6 min readRead
AI DeploymentMar 31, 2026

Why 88% of AI Pilots Never Reach Production

IDC data shows only 4 of 33 AI pilots make it to production. Here's what the 12% do differently and how to escape pilot purgatory.

5 min readRead
Industry NewsMar 30, 2026

Claude Mythos: What a New Model Tier Means for AI Deployment

Anthropic confirmed Claude Mythos after an accidental leak. Here's what the step-change model means for businesses deploying AI agent infrastructure.

5 min readRead
Industry NewsMar 24, 2026

NemoClaw: What NVIDIA's Enterprise Agent Stack Means for Your Operation

NVIDIA's NemoClaw adds enterprise security to OpenClaw. Here's what it includes, how it changes B2B agent deployment, and whether you should migrate now.

6 min readRead
Industry NewsMar 17, 2026

NVIDIA GTC 2026: Agentic AI Hits the Inflection Point

Jensen Huang declared agentic AI at an inflection point at GTC 2026. Here's what was announced, what it means for B2B ops, and what to do about it.

7 min readRead
AI DeploymentMar 3, 2026

Why 88% of B2B Companies Fail at AI (And What the Other 12% Do Differently)

Most companies buy AI tools. The ones getting results deploy AI systems. Here's the difference between a chatbot and an agent swarm, and why it matters for revenue.

7 min readRead
Agent SwarmsFeb 17, 2026

Agent Swarm Architecture: Why One AI Agent Is Never Enough

Single AI agents hit a ceiling fast. Swarm architecture lets multiple specialized agents share context and coordinate. Here's how B2B companies scale past experiments.

8 min readRead
GTM EngineeringFeb 3, 2026

A Non-Developer's Guide to Deploying Production AI Agents

You don't need to write code to deploy AI agents that work. Here's how a GTM consultant builds agent infrastructure using Claude Code, MCP servers, and structured prompts.

6 min readRead
Industry NewsJan 20, 2026

OpenClaw Changes Everything: What B2B Teams Need to Know

OpenClaw went from side project to 135K+ instances in weeks. Here's what it does, why it matters for B2B operations, and where the security gaps are.

8 min readRead
AI DeploymentJan 6, 2026

2026: The Year AI Agents Move From Hype to Payroll

72% of enterprises moved past AI trials in 2026. Here's what changed, why most still fail, and how B2B operators deploy agents that replace headcount.

7 min readRead