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Legal tech, product judgment, and market signals.

Essays, field notes, legal-tech analysis, and how FlowCounsel™ builds and delivers.

Legal Tech

F1 Requires a Track

The lawyer-developer era is real. What it needs next is not less control. It needs the shared infrastructure that makes control durable.

April 24, 2026

Legal Tech

Use the Frontier. Then Understand Where It Breaks.

Lawyers should touch the frontier models and tools. They should also understand the failure modes those tools naturally produce in legal work.

April 24, 2026

Legal Tech

The Missing State in Legal AI: Knowing When Not to Decide

A new Stanford paper quantifies a legal-AI failure mode the market still understates: systems that decide when the right answer is that more facts are needed.

April 23, 2026

Legal Tech

What Legal AI Confidentiality Actually Requires

Heppner and Fortis make different parts of the legal-AI risk picture visible. Together they show why legal AI confidentiality cannot be evaluated apart from system design.

April 23, 2026

Legal Tech

When Policies Are Not Enough: Sullivan & Cromwell, AI Architecture, and the Tool-Selection Problem

Sullivan & Cromwell's AI hallucination apology is not just a story about elite-firm embarrassment. It is a systems lesson about tool selection, review states, provenance, and legal AI design.

April 22, 2026

Legal Tech

Legal AI Does Not Need More Mascots

Human names made early AI agents easier to understand. Legal work needs something stricter: function-named specialists tied to context, source, and review.

April 21, 2026

Legal Tech

The Software Risks Lawyer-Builders May Not Be Checking

AI-assisted coding lets lawyers and other non-engineers ship working tools. Working is not the same as safe. Dependencies, secrets, patch cadence, prompt injection, and threat models still need an owner.

April 19, 2026

Legal Tech

Build. And Draw the Lines.

Lawyers are starting to ship AI-assisted tools. The capability is real. The professional floor that applies when legal software touches real work is also real.

April 18, 2026

AI & Technology

Compressed Output Is Not Compressed System

AI tools have compressed the cost of producing code, demos, and polished interfaces. They have not compressed the work of building systems that hold up in production.

April 18, 2026

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