We're not actively hiring — and that's the honest answer.

When we'd actually want to talk

If any of these sound like you, the door is open:

• You ship production AI for regulated industries — healthcare, finance, energy, government — and have war stories from real failure modes.
• You contribute meaningfully to the agent-security or LLM-evaluation OSS ecosystem and want to collaborate on Bulwark, argus-ai, or related work.
• You build agentic systems and are wrestling with the gap between demo and production — the same gap this lab exists to close.
• You have specific domain expertise (genomics platforms, energy/utility OT, healthcare RCM, fintech compliance) and want to co-author research, demos, or reference architectures.
• You're a senior engineer between roles, exploring what AI-native consulting could look like, and want a sounding board.

What we don't do

• No coding interviews from a take-home prompt. Your shipped code, papers, or repos are the work sample.
• No vague "let's chat" without an agenda. Tell us what you're building or curious about.
• No promise of a job. If a real engagement opens up that fits, we'll say so. If not, you'll have a candid conversation with a senior practitioner — that's the offer.

Open-source contribution

The most direct way to work with us today is through the open-source projects:

→ Bulwark — agent security framework. Issues open, PRs welcome, SECURITY.md for disclosure.

→ argus-ai — LLM observability and G-ARVIS scoring.

→ github.com/anilatambharii — full project list.

Substantial, well-thought-out contributions are how we get to know engineers worth collaborating with — and how engineers get to know whether the work fits how they think.