14 min read
14 min read
The Agent Delivery Harness: An Opinionated Multi-Model Layer
An agent delivery harness turns human intent, experience, and judgment into accountable, evidence-bound decisions across one or more model runtimes.
AI
Every published analysis filed under this topic.
13 analyses
- 7 min read
7 min read
Compiling Agent Config to Claude Code, Codex, and Copilot
Learn how base compiles one vendor-neutral canon into native agent config for Claude Code, Codex, and GitHub Copilot — with drift protection in CI.
- 8 min read
8 min read
Compile Your Agentic System: base, skillsmith, and ObjectCore
Explore three projects that treat agent config as compiler output: validated sources in, drift-gated artifacts out — base, skillsmith, and ObjectCore.
- 7 min read
7 min read
ObjectCore Deep Dive: A Plugin Marketplace as a Software Factory
Explore how ObjectCore serves one plugin marketplace from git in dev and a database in production — same pure function, SHA-pinned, provenance-attested.
- 10 min read
10 min read
Building a Deep Research Agent That Verifies Its Sources
Learn how I built a deep research agent that fans out across sources, then refutes its own findings with three skeptics before reporting a single cited claim.
- 11 min read
11 min read
Durable Agent Orchestration with Claude Managed Agents
Learn why I moved agent orchestration into durable workflow steps instead of a coordinator agent, and the model, safety-gate, and cost tradeoffs it carried.
- 10 min read
10 min read
The Agent Operating System: Multi-Agent Pipelines with Claude
Map OS abstractions to Claude Managed Agents architecture and build a three-agent auto-PR pipeline that plans, codes, and reviews autonomously.
- 8 min read
8 min read
Claude Managed Agents: The End of DIY Agent Infrastructure
Discover how Claude Managed Agents replaces months of custom agent infrastructure with a decoupled architecture that cuts time-to-first-token 60%.
- 11 min read
11 min read
WebMCP: How Chrome Turns Websites Into AI Agent APIs
Explore Chrome's WebMCP protocol that lets websites expose structured tools to AI agents, replacing brittle scraping with stable, typed APIs.
- 8 min read
8 min read
Why I Built STUDIO: Four Generations of AI Code Supervision
Four AI orchestration systems taught me that 19 agents produce more drift than 3 supervised ones. STUDIO adds confidence scoring and preference learning.
- 9 min read
9 min read
Building APL: An Autonomous Coding Agent for Claude Code
Build an autonomous coding agent that cuts context switches from 20 to 3 per feature using phased planning, ReAct execution, and persistent self-learning.
- 8 min read
8 min read
Building a Claude Code Plugin Marketplace for CMS Analysis
Replace generic linters with 50 platform-specific rules per CMS. Specialized Claude Code plugins outperform general agents for Sitecore and Umbraco analysis.
- 8 min read
8 min read
How APL Built a 99-Lighthouse Blog in 6 Sessions
An autonomous coding agent executed 47 stories across 6 epics, producing 4,200 lines of code and Lighthouse 99 performance with two hours of human input.
