OSC 7501: The Agent Status Protocol Your Fleet Dashboard Should Consume
Claude Code 2.1.295 now speaks the OSC 7501 agent status protocol. Stop scraping spinner titles: consume the states, and fail closed when a guard hook breaks.
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The Agent Stack
AI Agent Tool Gateway: Who Holds the Keys When One Token Calls Thousands of Paid Tools
One token can reach thousands of paid tool endpoints. Register who holds each key, run the --local check, cap per-agent spend and reconcile the meter monthly.
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Claude Code Mods Are In-Process Code: Keep an Extension Manifest for Every Machine
Claude Code mods run in-process, can approve tool calls and aren't sandboxed. Keep a manifest per machine, pick a managed-settings policy, pin and roll back.
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Claude Code OpenAI Compatible Proxy: The Bridge Register and the Removal Drill
Claude Code bridges expose an Anthropic-format endpoint and translate outward. Register each one, canary what it breaks, and pin allowedProviders every quarter.
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Own the Loop, Rent the Model: An AI Agent Harness Portability Register
Routers now rent shells, batches and key controls. Build a loop-ownership register, swap-test every part, and label what you rent before it quietly locks in.
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Evals for AI Agents: How to Measure Software That Acts
What are evals in AI? A plain definition, four grader types, pass@k worked examples, and a five-step plan for your first agent eval suite in one week.
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LangGraph in 2026: Deep Review, Real Use Cases, and When to Use Something Else
An honest LangGraph review for 2026: the graph model, checkpointing and interrupts, three real builds, platform pricing scrutiny, and when to skip it.
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Securing AI Agents: Prompt Injection, Least Privilege, and the New Attack Surface
AI agent security in practice: the lethal trifecta, prompt injection, MCP hardening per the June 2026 government guidance, and controls that bound blast radius.
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Fleet and Swarm Agentic Workflow Architectures in 2026
Compare fleet and swarm agentic workflow architectures in 2026: durable state, bounded delegation, isolated worktrees, evaluations, permissions, and costs.
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The Test Harness, Reinvented: QA for Agentic Software
The test harness in software testing, defined in 49 words — then rebuilt for AI agents: sandboxes, replayed tools, trajectory checks, and budget caps.
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The Open-Source AI Agent Stack Serious Builders Run in 2026
What open source artificial intelligence really means, and the agent stack that runs on it in 2026: models, runtimes, orchestration, MCP, and three recipes.
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Open-Weight Models That Can Actually Drive a Harness
Which open-weight models can actually drive a coding agent in 2026? We define agent-fitness, profile DeepSeek V4 to Kimi K3, and map serving and hardware.
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Agentic CI/CD: Self-Healing Pipelines and Git When Machines Commit
Agentic CI/CD runs both ways: agents heal failing pipelines, and pipeline gates govern machine commits. Get the playbook, git rules, and adoption plan.
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MCP Explained: The Model Context Protocol for Power Users
Anthropic MCP explained for power users: how the Model Context Protocol works after the 2026 stateless spec, real client configs, security, and server builds.
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