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Saram ConsultingThoughts and strategies on the intersection of Biotech, Artificial Intelligence, and Regulatory Compliance.
AI agents that generate and execute code need stronger isolation than containers. A deep dive into MicroVMs, gVisor, WebAssembly, and the sandbox platforms racing to become the runtime layer for the agent economy.
Read Article →How we cut LLM worker tokens by 80% with a Qwen2.5-3B local classifier, a hardened Pydantic schema, and an adversarial regression suite — full production code and operational playbook.
Read Article →Why we are aligning our engineering capabilities directly with the long-term success of early-stage life sciences companies.
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