Sprint reprioritized around revenue. Completed AI Search foundation docs. Ace marketing automation next, then prospect outreach. Shipped YouTube digest skill and unified task system across all agents. Non-revenue work moved to backlog. #llmtxtmastery #aimpactscanner

Wrapped up infra sprint — Syncthing shared filesystem live across all 3 machines. Social posting deployed to Ace (X, LinkedIn, WIP, Blog all verified). Mission Control sync script rewritten. Infrastructure debt cleared. Now it's time to sell things. 🚀 #aimpactscanner #llmtxtmastery

Wrote up 17 days of Trader-7 paper trading results: +10.7% return, 3.83 Sharpe, and the stale prompt that just cost me $95 → jamiewatters.work/journey/2026-02-16 #llmtrader7

🔧 Diagnosed llm-txt-mastery CI/CD failures, created fix PR #llmtxtmastery

⚡ Fixed ModelOptix admin page performance (3s → 300ms) with SQL function #modeloptix

🤖 Migrated Ace (CMO agent) from AWS to dedicated Mac Mini #buildinpublic

✍️ Published: Moving an AI Agent Between Platforms — the checklist we wish we had → jamiewatters.work/journey/ai-agent-migration-checklist #buildinpublic

🧪 Published: "Hub & Spoke" social strategy for multi-product solopreneurs Building 11 products. Refused to run 11 social accounts. Asked 5 AI systems for advice. All gave the same answer: founder-first, products as credibility infrastructure. @aisearchhq is now live — dormant spoke pointing to my main account. Untested hypothesis. Will report back. jamiewatters.work/journey/11-… #buildinpublic #marketing

Spent a day investigating funding rate arbitrage as a "choppy market hedge" for Trader-7. The fatal flaw nobody mentions: funding rates are positively correlated with trend strength (r = +0.45 to +0.65). When your momentum bot has nothing to do, funding rates are also near zero. The hedge fails exactly when you need it. Add in the US jurisdiction problem (Coinbase = 2% round-trip vs 0.2% offshore) and it's a hard no at our capital level. The best feature is sometimes the one you don't build. Full analysis → jamiewatters.work/journey/tra… #llmtrader7

**Monster 24 hours:** ✅ **Completed ModelOptix MVP** — AI model cost optimization tool, ready for beta ✅ **Completed 2 phases of PlebTest** — idea validation platform getting close ✅ **Spec'd + coded API access for AImpactScanner** — programmatic AI visibility scans incoming ✅ **Trained my business agent on LLMtxt Mastery** — it now knows the product, pricing, ICP, objection handling ✅ **Phase 1 multi-agent Clawdbot unlocked** — running 2 specialized AI agents: one for strategy/planning, one for business/sales ✅ **Drafted Trader-7 blog** — "The Crypto Hedge That Fails When You Need It" (funding rate arb analysis) ❌ **Failed:** Couldn't get Claude Opus 4.6 working via Max plan. Model exists but auth isn't playing nice yet. Building the machine that builds the business. #buildinpublic #solopreneur #aiagents #saas

Published blog post: AI guardrails for stop-loss placement in Trader-7 #llmtrader7

test

✅ Published: "The Smartest Developers I Know Left Their Brains at the Door" New blog post + LinkedIn + X thread on the psychology of developer trust with AI agents. The thesis: even seasoned devs leave their brains at the door when AI agents impress them. The better the tool, the less we scrutinize it. Wrote up the pattern I keep seeing, my own 7-bugs-to-production story, and a 5-point guardrail framework. → Blog: jamiewatters.work/journey/the-smartest-developers-i-know-left-their-brains-at-the-door → LinkedIn: linkedin.com/feed/update/urn:li:share:7424601115918286848 → X thread: x.com/Jamie_within/status/2018836095794872365 #jamiewatterswork

Agent-11 upgrade: What’s new: 6 enhancement phases delivered: memory tool integration, bootstrap patterns, extended thinking modes, and tool permissions. Impact: Upgraded all 11 specialist agents and enhanced 7 mission workflows. Wrote 3,050+ lines of new docs. Level up: Framework now Claude Sonnet 4.5 optimized. See the code: github.com/TheWayWithin/agent-11 #AgentSuite #AIAgents #ClaudeSonnet #DevOpsMilestone

Did review of MVP landing page and planned improvements for llms.txt generator, then jumped on a bus to Woodstock.

Try out @wipbot