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BreakdownJun 23

Where Business Advantage Comes From in the Age of AI

AI made software cheap to produce, which means the software itself is no longer the moat. Four advantages still compound: speed of the full loop, anything anchored to the physical world, data that improves with use, and owning one narrow problem end to end.

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Agent SystemsJun 16

Agent Queues: How AI Turns Backlogs Into Systems

The easiest way to understand useful AI at work is to look at the queue: the inbox, ticket list, approval pile, lead backlog, or report stack where work waits for the next step.

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BreakdownJun 9

Fable 5: The Mythos Model Just Went Public

Anthropic released Fable 5 today, a Mythos-class model anyone with an API key can use. I ran it head-to-head against Opus 4.8 and Sonnet 4.6 on launch day, from quick puzzles to a 150,000-line codebase audit. The frontier difference shows up exactly where you'd expect, and not where you wouldn't.

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BreakdownJun 1

AI Workflow Ranking: What to Automate First

Most AI projects fail at the first decision: which workflow to build for. AI Workflow Ranking is a repeatable way to score every workflow on readiness and value, then pick the first build that actually pays off.

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BreakdownApr 23

A Repeatable System Audit Framework for Production Software

A repeatable framework for auditing a SaaS codebase at scale. A set of audit tracks you select and adapt to your system, an invariants loop that stops regressions, and a verification cycle that makes each audit cheaper than the last. One recent application surfaced hundreds of findings and promoted 36 invariants to code-level guardrails.

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Live SystemApr 14

Point at a folder, get a status report

Point the system at a folder. It reads every report, identifies what's complete, stale, or missing, and drafts a status update for leadership.

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BreakdownApr 8

AI Just Took a Leap. Access Is Becoming a New Advantage.

Anthropic released Mythos Preview to a closed group of organizations. The capability leap is real, but the access model may matter just as much. As AI shifts from an equalizer to a gated advantage, the teams that win will be the ones that can turn that capability into working systems.

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Live SystemApr 7

Turn your inbox into a ranked task list

Tell the system to sync your inbox. It reads every email, extracts actionable tasks, ranks them by urgency, and drafts your replies.

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Live SystemApr 2

Turn voice orders into invoices automatically

Speak an order naturally. The system identifies the customer, extracts products and quantities, and generates a structured invoice automatically.

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Live SystemApr 1

PDF to structured reports

Drop in PDFs. Utility bills, invoices, statements. Pulls out totals, line items, and key details automatically. Click any item to ask questions. Export to CSV.

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BreakdownMar 31

Claude Code Leaked. I Looked Under the Hood.

Claude Code CLI accidentally exposed part of its codebase. I pulled the package and looked under the hood. The direction is clear: AI agents are becoming systems.

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BreakdownMar 26

I Rebuilt My Company Site From My Phone (At the Gym)

What it actually looks like to work with remote AI agents. What worked, what didn't, and how Claude Dispatch compares to our custom AI tools.

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