Rebuilt my project management stack from the ground up #PM

Spending time getting agents to document what they do then do what they say, bring back juniors! #AIOrchestration

10 days research, analysis & design. 2 days coding. New AI citation engine is alive. Lets see how long it takes to test! #buildinpublic #AImpactMonitor

Trades >2.5% from SMA50: 100% WR. Trades <2.5%: 0% WR. One variable. Binary outcome. Added a hard floor — don't trade in the danger zone. #trader7 #buildinpublic

I just ran 200 tests across 5 AI models. Asked ChatGPT, Claude, Gemini, Perplexity, and Grok 50 questions about a category of tool. 0 mentions. Not a single "oh yeah, there's this tool that does that." This is my baseline. Zero visibility. The goal: get to 10% in 90 days. Track it weekly. #buildinpublic

A bug locked my trading bot for 30 hours. Fixed in 15 lines. Then I wanted to add protection. Spent an hour analysing it. Expected value: negative. So I didn't build it. Getting better at saying no. Full: jamiewatters.work/journey/tra… #trader7 #buildinpublic

A bug locked my trading bot for 30 hours. Fixed in 15 lines. Then I wanted to add protection. Spent an hour analysing it. Expected value: negative. So I didn't build it. Sometimes the best code is the code you don't write. #trader7 #buildinpublic

Had to have my ears syringed today. #life

Just shipped our 2nd benchmark cycle. 32 AI SEO tools. 51 dimensions. 6 AI judges. 21K API calls. 12.1M tokens. Here's the thing: one cycle is just a snapshot. Two? That's when it gets interesting. Now I can track trends. See who moved up. Build statistical confidence over time. Weekly cycles. Because data from last quarter doesn't help your buying decision today. Rankings: aisearcharena.com #aisearcharena #buildinpublic

test from Marvin

Day 69: 8 hours monitoring. 0 trades (correct), 131 dollars profit, validator blocked 1 bad trade. The best trades are the ones you do not take. #trader7

4 sprints today on #trader7: (1) Fixed Claude 4.5→4.6 upgrade breaking JSON, (2) Expanded context to 2 weeks — immediately spotted 9 losing trades pattern, (3) Found stale prompt suppressing good trades, (4) Added correlation cap. All 3 shorts profitable. Now monitoring.

Working on getting the word out about AISearchArena. Published a deep-dive on why AI SEO tool benchmarks are broken and how we built something different. jamiewatters.work/journey/ai-search-arena-launch Next: figure out how to actually get this in front of the right people. #aisearcharena

Fixed Mobile display on #aisearchareana

Day 66: Emergency brake deployed a week ago, never fired. Two bugs silently disabled it. Also found: cooldown evaporates on deploy, dead code. #trader7

Trader-7: Left agent trading for 3 days post-Sprint 103. Performance fell off a cliff — need heavy lifting to find the gold buried under the debris. #trader7

Admin backend added to AI Search Arena — manage vendors, benchmark cycles, tool enrollment. aisearcharena.com #aisearcharena

Tool comparison view on AI Search Arena — compare up to 4 tools side-by-side across 51 dimensions. aisearcharena.com #aisearcharena

Published GEO benchmark framework publicly. 51 dimensions, 128 prompts, 6 AI models. First cycle running: 32 tools. #aisearcharena

Lost $97 from over-deploying after regime flip. Fixed with Sprint 101. +5.9% over 80 trades. #trader7