We publish the operating system.
Not the marketing.

The Field Notes are how the firm thinks out loud. Architecture posts when an agent or workflow gets meaningfully better. Result teardowns when a client lets us publish. Mistake posts when something failed and what we changed. The quarterly letter when a quarter closes.


No newsletter form. Posts go out on X and LinkedIn first, archived here second. Long-form essays land here directly, once a month.

The notes so far.
Read the work.

Why autonomous GTM is still an empty category

Most B2B SaaS marketing agencies still run on human headcount. Here’s what that means for founders who need pipeline without adding staff. Architecture · June 2026

Why autonomous GTM is different from outsourced GTM

Most B2B SaaS companies outsource GTM to human teams. Autonomous agent systems take a different approach — here’s what that difference means in practice. Architecture · June 2026

The pillars.
What gets written.

Architecture

How a single agent or workflow actually behaves — the system prompt, the rubric, the handoff, the failure mode. Building blocks, not abstractions.

Economics

Why agency math is broken and what 93% gross margin on services revenue makes possible. The cost stack of an autonomous growth firm, line by line.

Programmatic SEO without thin content

How to ship a thousand pages without becoming a content mill. The QA architecture that keeps it on the right side of Google’s helpful-content guidance.

Attribution

How we tie a single page or sequence to pipeline. URL-level UTM hygiene, GSC + GA4 + CRM joins, public dashboards we ship to clients weekly.

What Sentinel caught this week

Specific things that did not ship and why. Hallucinations, scope drift, tone violations, IP risk, confidence collapse. The cost of not catching them.

Why we refused this client

Disqualification is the most undersold lever in services. The shape of a bad-fit account and how we recognize it before signing.

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