build-log · 5 min read
How I Built an AI Trading Bot (And What Actually Works)
A transparent look at building an AI trading bot in Python with FinBERT and XGBoost. Real P&L, architecture diagrams, and honest failure analysis.
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From the build floor, not the press room
Real Projects.
Real Tools.
Real Results.
Build logs, research breakdowns, and honest tool deep-dives from someone actually building with AI every day.
Latest from the Dojo
Build logs, deep-dives, and research drops.
build-log · 5 min read
Rebuilding a React Native App with AI (iOS Native Design 2026)
We rebuilt the LifeOS mobile app using AI to achieve native iOS design standards. Here's the workflow, tech stack, and results using NativeWind and Reanimated.
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build-log · 5 min read
Building a Trading Bot That Tells You When It's Ready for Real Money
How we built a paper trading system with automated backtesting, stop-loss management, and a go-live readiness dashboard — and why the bot decides when it's ready, not us.
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comparison · 5 min read
Claude Code vs Codex CLI vs Gemini CLI: I Run All Three — Here's What Actually Ships
A hands-on comparison of the 3 dominant CLI coding agents in 2026. No synthetic benchmarks. Real projects, real costs, real opinions on which terminal AI agent to use and when.
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build-log · 5 min read
LifeOS Mobile Overhaul: From 'Kinda Works' to Daily Driver in 12 Builds
How we took a personal life management app from broken settings, empty dashboards, and null pointer crashes to a stable daily-use tool — using AI builder agents and a relentless QA loop.
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comparison · 5 min read 8/10
OpenAI Codex CLI vs Claude Code: Which AI Coding Agent Actually Ships?
We ran both AI coding agents on the same 10 real-world tasks — refactors, bug fixes, greenfield features. One agents talks a big game. The other quietly ships. Here's what happened.
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We build with AI. Then we share what works.
No press releases, no sponsored takes. Just real projects, real tool usage, and honest breakdowns from someone in the trenches every day.