← Blog Posts
#trading
I Audited My AI Coding Agents Instead of Trusting Them Blindly
How two audits written for the 4th technical report of my trading platform revealed two distinct failure modes: an agent that forgets because the repo no longer fits in its context window, and an agent that writes ten times more code than needed because nothing pushes it toward conciseness.
I Evolved a Neural Network Through Natural Selection Instead of Gradient Descent
How I replaced classic gradient descent training with a NSGA-II genetic algorithm to evolve DQN trading agents: four versions, from overfitting to Lamarckian weight evolution.