Journal

Notes on craft.

Short essays on building native apps, working with Swift, and exploring the open web.

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Jun 30, 20268 min read
Replaying the chain locally: the fork that made my bot's simulations affordable
A bot that picks fights by simulating the game's battle engine needs hundreds of thousands of on-chain reads. The free RPC tier can't keep up, and I refused to pay for it. The fix: fork the chain onto my own machine — and the memory bug that taught me elegant isn't the same as correct.
web3basefoundryanvilperformanceviemdev
Jun 29, 20268 min read
Simulate before you strike: how my bot picks a fight
Luchamon Bot doesn't guess which opponent to fight — it asks the game's own battle engine, over and over, and plays the least bad option. A look at simulation-driven selection, Monte-Carlo win probabilities, and the economics of never wasting an energy.
web3basesimulationmonte-carloviemdev