Rakshan Hegde /GitHub

A personal systems lab

New York, NY

I build software,
experiment with AI,
and figure out how systems break.

I’m Rakshan. A security engineer with a builder’s itch. This is where I share the systems I’m building, the decisions behind them, and what I’m learning along the way.

Explore the work A little about me

Currently building SealCheck
Sandbox security, before the model enters.

On the workbenchINSPECT / 04

In development

SealCheck

Before the model enters.

SealCheck

I’m building SealCheck to assess sandbox security before model testing begins. The specific checks and implementation are still in development.

Select a component to look insideExplore project
The common threads

01 / Software02 / Artificial intelligence03 / Cybersecurity

01 / Ideas, put to work.

All projects

From production security platforms to experiments on my own machine.

AI securityIn development

SealCheck

A tool I’m building to assess sandbox security in preflight mode, before AI models are tested inside it.

A focus on sandbox security before model testing begins.

Personal project/01
Agent systemsIn development

Multi-Agent Development Harness

A self-hosted coding system with builder and reviewer agents, human approval, and deliberately limited access to tools and credentials.

Isolated execution. Human approval. Credentials kept outside containers.

Personal project/02
Security engineeringIn production

VulTrack

A vulnerability management platform that turns scan results into clear priorities, remediation deadlines, and Board reporting.

Post-scan triage reduced from weeks to minutes.

Professional work/03
Threat intelligenceIn production

ThreatNet

A threat-intelligence service that connects public feeds with asset inventory to surface the threats that need attention.

700 daily records narrowed to 1–5 actionable items.

Professional work/04

02 / Still following the questions.

Currently exploring

Where autonomy
meets boundaries.

Agent orchestration. Sandbox isolation. The interesting space between giving a model useful tools and deciding what it should be able to do.

Inside my agent harness

Away from the day job

A homelab.
An open-ended question.

Custom gaming rigs, a homelab that is never quite finished, and rabbit holes in physics and quantum mechanics. I like understanding how the pieces fit.

The person behind the projects