Field notes on systems that survive reality

Fifteen field notes, dated and sourced. Some are about AI systems getting past the demo and into production. Some are about enterprise platforms reaching a second country, a second language and a second regulator. Each one names the date, the number or the system it's drawn from, then the part it doesn't solve for you.

Articles

September 2026 • 5 min read

Thirty-nine cents bought the draft, not the judgment

One agent run returned eighteen of eighteen sections of a go-to-market plan, then scored its own work at 0.82. That second number isn't evidence.

Read article

September 2026 • 6 min read

The tree you measured is not the tree that's running

Two working checkouts of one repository, both on main, one commit apart. Everything passed. Some of it was answering about the wrong tree.

Read article

September 2026 • 6 min read

Documented is not operational

An architecture record marked Accepted means we decided, not it runs. On 30 August I was about to write up three capabilities as working. None of them were.

Read article

September 2026 • 7 min read

The pilot isn't a trial run, it's the design

Region one sets the naming, the hierarchy and the rules every later region inherits. By region four, changing any of it means a migration.

Read article

September 2026 • 7 min read

One test sorts a group standard from a local choice

Does it roll up in group reporting, or does it move between countries? Run the governance list through that and most of it comes back local.

Read article

September 2026 • 7 min read

Build the shape once, fill it in locally

Compliance rules differ by country. The structure holding them doesn't have to. Four audit regimes over one control set taught me the same move.

Read article

September 2026 • 7 min read

Why I won't tell you which platform to buy in the first meeting

The platform is rarely why a rollout struggles. Governance and data usually are, and reading those honestly takes longer than one meeting.

Read article

September 2026 • 5 min read

A green checkmark is not evidence

Three tools I use every day reported success this year. All three were wrong the same way: a check that never exercised the thing it claims to cover.

Read article

August 2026 • 6 min read

A pass is only as big as what it looked at

A link checker validated two links in two documents holding twelve external URLs, then raised 217 warnings about a virtualenv. The pass was real. The scope wasn't.

Read article

April 2026 • 7 min read

Every model you depend on has a sunset date

Claude Sonnet 4 and Opus 4 retire June 15. GPT-5.5 just landed. Three model rotations in eighteen months. The teams with portable evals barely feel it.

Read article

April 2026 • 7 min read

Every cloud now sells an agent platform

Google Cloud Next, OpenAI Workspace Agents, Microsoft Agent Framework v1.0. Three platform launches in three weeks. The work they don't do is the work you still own.

Read article

April 2026 • 7 min read

When AI finds more bugs than your team can read

Why the March 2026 OpenSSF and Alpha-Omega funding matters for supply chain noise, triage, and how you run AppSec around AI-assisted scanning.

Read article

April 2026 • 7 min read

Three vendors launched agent stacks in March. You still own the hard parts.

GTC, Fusion, and SI headlines don't replace evals, messy integrations, or ownership. A field note on what changed and what didn't.

Read article

April 2026 • 6 min read

Identity before intelligence: what agent IAM forces you to decide

Three questions every platform team should answer before wiring another tool: what exists, what can connect, what's allowed.

Read article

March 2026 • 7 min read

Three reasons your AI pilot is stuck and what actually fixes them

Three structural reasons a pilot stalls: missing evals, underestimated integration complexity, and unclear ownership.

Read article