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AI consulting and custom software, based in Fort Collins. Explore the work. Bring your next idea.

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New systems and field notes, sent when they ship.

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FIELD NOTES

~/writings · field notes

What the work taught me

Notes from running production systems with agents: what broke, what the failure cost, and the check that now catches it. The method these came from is free and installable at traviseric.com/claude-code.

The through-lines / three rules that earned their place

A check you did not run is not a check

The seven ways an agent fakes the word verified

In the kit: docs/SEVEN_CHEAP_LIES.md

Done is a rung, not a checkbox

Built, deployed, works, fed, and what each one costs to prove

Long formIn the kit: skills/definition-of-done

Two documents, never one

The paragraph a person carries out, and the cold ground under it

Long formIn the kit: docs/ROOM_AND_GROUND.md

Principles / the long forms behind the kit

Short in the repo, long here, same subject.

The public kit carries each of these as a short entry you can install and run. The long form, with the incident that earned it, is here, and each one links the other. Together they stand behind one argument: anyone can build anything now; knowing what to build is the job.

2026-09-127 min read

The Brain and the Heart — why your AI needs both

AI is shaped by what people could measure. Taste is what they could not. Here is the structure I built to give a model both: a Brain that holds the facts and a Heart that holds what moves a person. Two files you can...

Read the long form

In the kitdoc: room and groundskill: room-and-groundphilosophy: the machine is a mirror of what could be measured

2026-09-115 min read

Insights harvest — when the advice is already in your repo

A tool read months of my sessions and recommended a list of things to build. Most of them existed. The gap was never invention, it was enforcement.

Read the long form

In the kitdoc: insights

2026-09-036 min read

Definition of Done — the run-truth ladder

Four rungs that say what done actually means — built, deployed, works, fed — and the seven ways I have watched a check lie about which rung it was on.

Read the long form

In the kitskill: definition-of-donedoc: seven cheap liesphilosophy: the instrument that lies toward caution

2026-08-214 min read

Session closeout — leaving work someone can pick up

Most of what an AI session knows dies when the window closes. The fix is a closeout that ends in one of two named states, with the SHAs and the loose ends written down.

Read the long form

In the kitskill: session-closeoutphilosophy: the repo already knew

Seven short entries, the reading order, and the mechanisms they produced: philosophy/README.md in the kit

Evidence in the open / field reports

Evidence-backed field reports

2026-08-224 min read

The Green Path That Checked the Wrong Finish Line

An objective Engineering by Selection Pressure field report about a payment path that looked complete while settlement ownership went unverified—and the shadow control built from the failure.

Read the evidence
2026-08-185 min read

Outbound Choke Points — The Legitimate Gates

Six months of outreach automation ended at queues nothing consumed. Here is how we now tell a legitimate gate from a hedge — and make silent caution impossible.

Read the evidence

All notes / 28 published

Every published note

2026-10-112 min readSkills and playbooks

Dispatcher

The dispatcher skill, as described in the dispatcher file, is tasked with managing the founder's agent fleet from a single machine by reading every live session and assigning tasks based on permissions. This system is...

Read the note
2026-10-103 min readSkills and playbooks

Copy Arena — draft, read, refine, launch

When I set out to improve the copy on my website, I turned to a practical system called Copy Arena. This system eliminates the guesswork from selecting effective headlines by testing them with real readers. The process...

Read the note
2026-10-093 min readSkills and playbooks

signup-doors-walk: every door, including the moment after submit

The "signup-doors-walk" skill is an essential runbook for FortListOS, designed to walk through every signup door as a customer would experience it. This process involves 23 doors, as specified in...

Read the note
2026-10-083 min readSkills and playbooks

goal-finder — derive the goals a repo needs to finish

The goal-finder tool is designed to reconcile a repository's documented intentions with its current state to derive prioritized, verifiable goals. It's triggered by phrases like "what's left to finish" or "build a goal...

Read the note
2026-10-072 min readSkills and playbooks

Motion Studio: the video harness

The overnight build system for Motion Studio reveals a clear, efficient process for producing video content as code. At the heart of this process is the video-engine/src/engines/html-motion/, which ensures that each...

Read the note
2026-10-063 min readSkills and playbooks

section-pass — one agent per section, the details put in

If you're working on a long, persuasive page, you know the challenge of maintaining detail and precision throughout. That's where "section-pass" comes in, a method that emphasizes clarity and specificity in every...

Read the note
2026-10-053 min readSkills and playbooks

Restart Board

My overnight build system recently encountered a practical scenario where I had to utilize the "restart-board" skill. This tool is specifically designed to help me recover my work state after a system reboot, ensuring...

Read the note
2026-10-042 min readSkills and playbooks

Enhance the photograph that is there

The overnight build system processed our photo-enhance skill, focusing on enhancing existing brand photos rather than creating new scenes. This approach relies on the branding/brand-world.json to ensure that the...

Read the note
2026-10-022 min readSkills and playbooks

Recording intake — a day of talking becomes a week of landed work

The "recording-intake" skill transforms a day's worth of audio recordings into actionable tasks, transcripts, and reports. Every step in this process is designed to ensure that the information extracted is both reliable...

Read the note
2026-10-013 min readSkills and playbooks

render-read-fix — verify a generator by reading its real output

I recently took a practical approach from the overnight build system to verify generator outputs in a more reliable way. This approach is encapsulated in the render-read-fix skill, which focuses on reading the real...

Read the note
2026-09-302 min readSkills and playbooks

Goal Autopilot: the board and the engine

When I first started using the goal-autopilot system, I wasn't sure how the goal board and engine would come together to streamline our overnight build process. The .claude/strategy/01-execution/goals/ directory...

Read the note
2026-09-293 min readSkills and playbooks

Paid-social video ad, one brief to a paused campaign

Creating a paid-social video ad from a single brief is a structured process. The key lies in following a predefined sequence of steps, which ensures that nothing is left to chance. Let's break down the process, starting...

Read the note
2026-09-282 min readSkills and playbooks

Photo rating bench

The photo rating bench is a straightforward yet effective tool for image evaluation, specifically designed with the founder's preferences in mind. The setup is simple: put a batch of images in front of the founder using...

Read the note
2026-09-272 min readSkills and playbooks

Doc Registration — make a new doc discoverable

When dealing with documentation in software projects, ensuring that new or relocated docs are discoverable is as crucial as creating the content itself. I recently had to register a new doc and learned some practical...

Read the note
2026-09-263 min readSkills and playbooks

cold-reopen — the check that happens later, cold

In the world of build systems, "cold-reopen" is an essential skill. It isn't about verifying something immediately after it's built; it's about returning to a feature, task, or claim after it's been marked complete and...

Read the note
2026-09-252 min readSkills and playbooks

Land — verified change, pushed trunk, completed worktree removed

The overnight build system's recent run highlighted the importance of handling routine tasks efficiently. The land operation in our system is not just about pushing changes; it's a meticulous process that ensures...

Read the note
2026-09-242 min readSkills and playbooks

autopilot-scout — find loops & goals to set

In my recent overnight build system review, I used the autopilot-scout tool to identify automation opportunities within our repository. The tool's purpose is to distinguish between recurring tasks and destination-driven...

Read the note
2026-09-212 min readSkills and playbooks

heart — write the room, then prove it, then remember what moved them

The process of crafting communication that resonates with others is documented in the .claude/heart/ directory, specifically in files like 03THEEIGHTRIGHTS.md and taste.md. This structure is not just about writing; it's...

Read the note
2026-09-202 min readSkills and playbooks

Ad Campaign Design — the offer comes before the account

Use this skill to design what a client's ads should SAY and OFFER before any money is spent - the offer, the entry offer/lead magnet, the funnel, the creative direction, the campaign structure, and the test plan....

Read the note
2026-09-193 min readSkills and playbooks

Seam check — prove a boundary from the other side

The concept of a "seam check" comes from the seam-check skill, which is all about testing the boundary between two systems. This isn't about testing the components themselves, but the join where they interact. The...

Read the note
2026-09-127 min readPrinciples

The Brain and the Heart — why your AI needs both

AI is shaped by what people could measure. Taste is what they could not. Here is the structure I built to give a model both: a Brain that holds the facts and a Heart that holds what moves a person. Two files you can...

Read the note
2026-09-115 min readPrinciples

Insights harvest — when the advice is already in your repo

A tool read months of my sessions and recommended a list of things to build. Most of them existed. The gap was never invention, it was enforcement.

Read the note
2026-09-036 min readPrinciples

Definition of Done — the run-truth ladder

Four rungs that say what done actually means — built, deployed, works, fed — and the seven ways I have watched a check lie about which rung it was on.

Read the note
2026-08-224 min readField reports

The Green Path That Checked the Wrong Finish Line

An objective Engineering by Selection Pressure field report about a payment path that looked complete while settlement ownership went unverified—and the shadow control built from the failure.

Read the note
2026-08-214 min readPrinciples

Session closeout — leaving work someone can pick up

Most of what an AI session knows dies when the window closes. The fix is a closeout that ends in one of two named states, with the SHAs and the loose ends written down.

Read the note
2026-08-185 min readField reports

Outbound Choke Points — The Legitimate Gates

Six months of outreach automation ended at queues nothing consumed. Here is how we now tell a legitimate gate from a hedge — and make silent caution impossible.

Read the note
2024-12-085 min readForecasts and architecture

AI Personality Extension Prophecy

AI will become an extension of individual personality, communicating as you rather than for you. The shift from generic assistants to personally calibrated agents.

Read the note
2024-03-104 min readForecasts and architecture

Parallel Generation: The Architecture That Changes Everything

Why generating content in parallel instead of sequentially unlocks 10x speed improvements in AI systems. Learn the architecture pattern that powers Teneo.

Read the note

Take the method, not my word for it

None of this is theory.

Every note here came from a system in production and a failure that cost something. The skills and commit guards they produced are free, MIT, and installable in one command.

Get the kit