AI engineering, security, and infrastructure.
Research and open-source tools for building AI systems that hold up in production — from agent architecture and infrastructure patterns to security analysis and threat modeling.
Focus areas
Task-specific agents, APIs, and access-control patterns for production systems.
Pipelines, latency, failure modes, and infrastructure patterns for AI workloads.
Threat modeling, detection automation, and abuse paths for AI systems.
Architecture analysis and technical depth grounded in engineering, not slides.
Audience
Technical leadership evaluating AI investments, engineering teams shipping retrieval and agents, security groups automating detection, and infrastructure owners scaling workloads under cost and reliability constraints.
Recent articles
All research- Apr 13, 2026 research opinion Spectacle, Silence, Calcification: The Governance Problem Hiding Inside Every Technology Hype Cycle The public spectacle surrounding artificial intelligence is not where the consequential decisions are being made.
- Apr 10, 2026 security identity NHI and Agentic Risk: Third-Party Tools Every tool an agent invokes runs someone else's code with your credentials. That's the supply chain problem.
- Apr 5, 2026 research security A Field Guide to the Wilderness The art of surviving interactions with text, and other artifacts, from the outside world. Ordinary hygiene applied to a workflow that grew faster than its controls.
- Apr 2, 2026 oss engineering Structural Debugging for Chain-of-Thought Graphs Building a tool that treats chain-of-thought reasoning as a program to debug, not a process to steer. It finds where the logic broke.
- Mar 29, 2026 research security Agent Security Is a Release Engineering Problem Risk is often created between changes, not inside one change. Agent systems become dangerous when short-lived input hardens into durable memory and survives longer than the assumptions that made it safe.
Get in touch
Thoughts on an article, questions about one of the open-source repositories, or an idea worth exploring — reach out. This is a small, independent research effort and outside perspectives make it better.
mail@stackresearch.org