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AI Agents

Building, reviewing, and operating coding agents and multi-agent systems.

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AI Agents Automation Experiments
· 6 min read

Orca: does an agent fleet beat one agent done well?

Orca runs Codex, Claude Code, OpenCode or Pi side by side, each in its own git worktree. When racing agents pays off, what it really costs, and worktree hygiene.

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Security AI Agents
· 6 min read

REA: give your coding agent a reverse-engineering toolkit, safely

One MCP server for inspecting binaries, Electron apps, .NET and websites locally, with evidence. Plus the safety lines: ToS, model context, and impersonator copies.

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AI Agents
· 4 min read

Gemini 4 Argon: Fairwind first, API key later

Google shipped Gemini 4 Argon on Sep 30 to Fairwind defenders first. The 1M output limit is real. The API date and the $4/$20 price step are not.

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AI Agents Automation
· 3 min read

Cloudflare Containers: 648ms starts, and a one-way scheduling change

The durable_object policy picks image and size in code. Median start is 648ms. Snapshots save disk, not process memory, and you cannot flip an existing app onto the policy.

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AI Agents Automation
· 3 min read

Codex Security Cloud still waits for you to open the pull request

The cloud plugin scans connected GitHub repos, tries to reproduce findings, and will not open a draft PR until you say so.

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AI Agents Automation Prompt Engineering
· 6 min read

Cursor Plan Mode: GitHub issue to scoped fix plan in 10 minutes

Use Cursor Plan Mode (Shift+Tab) on a GitHub issue: research, clarify, edit a scoped fix plan, then Build only the first PR slice.

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AI Agents Automation
· 5 min read

Microsoft just gave vibe-coded enterprise apps a production runtime

Copilot Managed Runtime puts AI-generated apps on a governed Microsoft 365 host — identity, policies, versioning, and admin inventory in public preview.

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AI Agents Security Experiments
· 6 min read

An Alien Mind and the 3.1 agent-workday: brakes, metrics, shipping calendar

OpenAI's Jakub Pachocki asks for voluntary slowdowns on Sep 6 2026 — same day as 3.1 agent-workday metrics, three days after GPT-6 Astra.

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AI Agents Automation Experiments
· 5 min read

HydraFusion: when Copilot stops choosing a model and starts choosing a workflow

GitHub's HydraFusion research preview reframes routing as orchestration. Read the Sep 4 2026 benches: cost down everywhere, quality clearly up on one.

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AI Agents
· 5 min read

When local models are ready for day-job agents: Magnitude

When local models are ready for day-job agents: privacy, cost, and offline trade-offs with Magnitude — an inference server that plugs into the agent you already use.

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AI Agents
· 5 min read

Stop shipping Mermaid slop: Diagram Design for editorial agent diagrams

Diagram Design is an agent skill for editorial HTML+SVG diagrams — brand-matched architecture, flowchart, sequence, and state diagrams without Mermaid slop.

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AI Agents
· 5 min read

What 'grows with you' means for Hermes Agent

Unpacking Hermes Agent's 'grows with you' claim: memory, skill creation, session search, and user modeling — and where it sits vs harnesses like ECC.

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AI Agents
· 5 min read

When is a harness OS worth the install tax? Looking at ECC

When a big agent harness pack is worth the context cost: evaluating ECC for skills, instincts, memory, and AgentShield — official channels only.

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AI Agents
· 5 min read

Humanizer: fixing AI smell without dumbing down the thinking

When the Humanizer agent skill helps polish AI drafts — and when it papers over weak thinking. Install, workflow, and caveats.

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AI Agents
· 5 min read

Where open-source coding agents fit next to hosted IDEs: OpenCode

Where OpenCode fits next to hosted IDE agents: terminal-first workflow, BYO providers, plan vs build modes, and a practical install path.

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Security
· 6 min read

Cloudflare OS deep dive: safety, trade-offs, and customizing it on day one

I reviewed open-source Cloudflare OS for call-home behavior, the Gatekeeper security model, and how hard it really is to make it *your* company OS.

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Security
· 10 min read

Is diri safe to install? A security review of the multi-agent macOS orchestrator

I audited diri's trust model, install path, remote access, and MCP blast radius — then laid out the field trial for part two.

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AI Agents
· 7 min read

Building my first production AI agent

What I learned taking an agent from a weekend prototype to something I trust to run unattended — tools, guardrails, and the loop that finally made it reliable.

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