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Live systems, breakdowns, and system ideas.

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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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