Projects
EvalCore
RustCatches an AI app quietly getting worse after a prompt or model change, and blocks the change in CI before it ships.
kubereach
Go · ShelvedMaps how far an attacker can get from one hacked Kubernetes pod into the AWS account behind it.
untilithappens.org
Next.jsPlain steps for staying safe online, each one backed by an official source.
Auris
C, ARM64Watches every request a program makes to the kernel and blocks the ones that don’t belong.
DeID
Python · ArchivedFinds personal data like emails and phone numbers in text, and masks it.
ShipCrew
TypeScript · PrototypeA small team of Claude agents that plan, write, and review code together.
Rune
Python, PiA Raspberry Pi in my car that reads the engine and shows a live health score on my phone.
Kintsugi
Swift · PrivateA private recovery tracker for iPhone. No account, no server, nothing leaves the phone.
Elsewhere
PinnedKuladeep Mantri@kuladeepmantri ·An AI app can keep running after a prompt edit, model swap, or dependency update while its answers get worse. We built EvalCore to catch those changes in CI with repeatable evals and offline replay. Built with @manyamabhishek.
Kuladeep Mantri@kuladeepmantri ·rebuilt my website after way too long. every project opens over its own line-art scene, all drawn in code, and the home page pulls in my latest GitHub and X activity. pretty happy with how it turned out
Kuladeep Mantri@kuladeepmantri ·not me giving Opus 5.5 and GPT-5.6 the exact same prompt just to make sure neither of them is lying to me I need help 😭
- 6EvalCore releases in 3 days
- 16stars on EvalCore, 3 forks
- 8languages across public repos
- 8projects built since 2023
Repositories
About
I’m curious by default and usually building something. Most of my own time goes into apps, AI, security ideas, and whatever I’m learning next. The engineering side of that is in the Projects list.
Day job. I’m an IT Security Analyst 3 supporting State of Michigan systems that handle sensitive criminal justice, student, and health data. I review how those systems are designed and secured, evaluate their system security plans, and assess risk against NIST 800-53, the U.S. federal framework for security and privacy controls, before they move through security authorization.
- Focus
- Application security, cloud security, AI systems
- Cloud
- AWS, Azure, Kubernetes
- Into
- AI, Kubernetes, security tools
- Writes
- Python, Go, C, TypeScript, Rust