Security for agents that self-improves.
We are backed by Y Combinator and based in San Francisco.
Silmaril brings research and production engineering into the same loop.
You will choose important technical problems, develop hypotheses, build evaluations, run experiments, and carry successful ideas into production. Your work could reduce inference latency, develop faster and more capable security models, create autonomous red-team systems, or turn production evidence into new training methods.
You will operate with the scope of technical staff, moving across disciplines and owning foundational work from first principles through production.
AI has changed what a single great engineer can build. We are looking for someone who has internalized that shift more completely than almost anyone.
You have built a code factory around yourself: parallel agents, durable context, automated evaluation, review, testing, and observability. You can direct several ambitious workstreams while retaining command of the architecture and underlying details.
Your output curve changed with advances in AI. You can build hundreds of thousands of lines of coherent, reliable software and execute at a scale previously associated with entire teams.
At Silmaril, you will apply that leverage to one of the defining technical problems of the AI era.
Identify the technical problems with the greatest potential to advance the product. Design rigorous experiments, build the necessary infrastructure, and use evidence to determine what advances.
Improve model capability, accuracy, latency, efficiency, and deployability under demanding production constraints.
Build autonomous red-team agents, attack-generation systems, and evaluation harnesses that continuously expose new failure modes.
Turn attacks and production outcomes into better datasets, evaluations, models, and defenses.
Design the infrastructure and decision systems at the center of Silmaril.
Own correctness, reliability, observability, isolation, deployment safety, and recovery in consequential environments.
Help define how Silmaril conducts research, evaluates progress, builds software, and operates critical systems.
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