AI-native Infrastructure Research & Engineering https://shikelabs.com en Sun, 14 Jun 2026 16:34:12 GMT LLMs can write code. They can flag known vulnerabilities. They cannot reason about adversarial state transitions, emergent multi-contract bugs, or mechanism design failures. The gap is the size of the entire blockchain security incident database. Sat, 30 May 2026 00:00:00 GMT https://shikelabs.com/articles/ai-cannot-design-correct-ledger-systems https://shikelabs.com/articles/ai-cannot-design-correct-ledger-systems Parallel execution is a checkbox on every L1 roadmap. The benchmarks look great. Production tells a different story. An honest look at why — and what actually matters. Thu, 28 May 2026 00:00:00 GMT https://shikelabs.com/articles/why-most-parallel-execution-designs-fail https://shikelabs.com/articles/why-most-parallel-execution-designs-fail