AWFixer Enterprising is a research lab at the frontier of software, science, ai and human engineering. We investigate what's next — so you can ship what's now.
Trusted by teams building the future
Post-quantum cryptographic standards are arriving, but adoption lags behind the threat. We're researching migration paths that don't require rewriting every handshake.
Self-healing infrastructure isn't science fiction — it's an engineering problem. We're building the primitives for systems that detect, isolate, and recover from failure autonomously.
Code review is a bottleneck. Our experiments with AI-assisted review suggest a future where defects are caught at the speed of thought, not the speed of pull requests.
Edge rendering promises sub-millisecond latency, but the reality is messier. We benchmark the actual limits of computation at the network edge.
Zero-trust architectures work in production. Can they work in local development without destroying developer experience? We think so.
Our latest research, experiments, and findings.
We have been working on a human augmentation idea
We are excited to announce the next major version of the AWFixer platform with significant improvements.
The story of migrating our entire toolchain from Node.js to Bun and what we learned.
Key patterns and practices for designing systems that gracefully handle failure at scale.