FRONTIER FIELD NOTES

Playbooks for operators
who build with what they have.

AI-first strategy and field-tested frameworks for operators where resources are thin, decisions are fast, and the playbooks haven't been written yet.

Next issue: April 15 — The Agent Swarm

Written by Jeremy Odoffin — founder, operator, builder. Running businesses at the frontier from Honolulu.

File Ownership Is Sacred

50 agents. 500 tool calls. Zero working code.

Last Tuesday, I watched four AI agents write code in parallel across four terminal sessions. One was wiring the Resend API into an email campaign sender. Another was building a Bluesky social publisher with AT Protocol auth. A third was pulling financial metrics from Square's reporting endpoints. The fourth was generating SEO articles with schema.org structured data and AEO markup for AI answer engines.

None of them touched each other's files. All of them finished. I sat in my office in Honolulu, watching four progress bars move independently, and thought: this is it. Not the singularity. Not AGI. Just the mundane, operational moment when multi-agent coordination stopped being a demo and started being how I actually build software.

Every failure had the same root cause: two agents writing to the same file.

Dense chaotic network of tangled nodes — visual metaphor for agent swarm merge conflicts
Read the full issue →

Published twice monthly. Always free. Premium tiers coming 2026.

FN
01

Field Notes

Technical deep-dives from live deployments. What broke, what worked, the pattern underneath. Comes with a working tool you can use today.

FW
02

Frameworks

Operating principles for resource-constrained businesses. The decisions we actually made, and why.

CS
03

Case Studies

Real companies. Real revenue numbers. Methodology disclosed. Before/after with full context.

Every essay ships with a working tool.

Not a PDF. Not a template. A browser-based app you open and use on your business that week. The essay is the argument. The tool is the proof.

Agent Team Configurator Cost Calculator File Ownership Mapper
frontierfieldnotes.com/tools/file-ownership-mapper
File Ownership Matrix 0 conflicts
File Owner Status Last Write
email_campaign_sender.py Agent A CLEAN 2m ago
social_publisher.py Agent B CLEAN 5m ago
metrics_collector.py Agent C CLEAN 1m ago
seo_content_publisher.py Agent D CLEAN 8m ago
4 agents / 4 files / 0 conflicts Live

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