Practical infrastructure
expertise, on demand.

infrashloka is a marketplace and knowledge base built around one specialty first: network data and network security — cyber security under real production load — then extended to DevSecOps, cloud, and SRE. Every engagement compounds into a written, reusable verse of operational wisdom: a shloka for infrastructure.

See the full scope ↓ We're hiring 25 experts →
The complete scope

Four systems. One discipline.

Not four separate products bolted together — one operating loop: an expert diagnoses a real incident, writes it down as a playbook, the AI assistant is grounded in that exact library, and a workspace lets a whole team run on it.

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Flagship specialty

Expert marketplace

Book a paid 1:1 session with a verified senior engineer. The bench is built specifically around network data and network security — cyber security — the specialty that's hardest to self-serve from documentation — with DevSecOps, cloud, and SRE as broader supporting coverage. Booking runs on Google Calendar/Meet; payment on Razorpay.

network security cyber security BGP / VPN / DNS DevSecOps cloud SRE
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Playbook library

Every session an expert runs becomes a structured playbook — symptoms, diagnosis, remediation, validation — editorially reviewed before it's published. Not crowdsourced forum answers; authored field manuals from engineers who broke the thing first.

cloud/aws/rds-disk-running-out-fast
kubernetes/security/kubernetes-rbac-privilege-escalation
kubernetes/cluster/eks-node-not-joining-cluster
networking kubernetes compliance · SOC2 / ISO27001 / GDPR application security AI security & governance
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AI knowledge assistant

Retrieval-grounded on the playbook library — pgvector search feeds real, verified runbooks to Claude before it answers. Below a confidence threshold, it hands off to a human expert instead of guessing. It's built to know what it doesn't know.

pgvector retrieval grounded answers expert handoff on low confidence
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B2B workspaces

Multi-tenant organizations with role-based access, a prepaid credit wallet, and full audit logging — so a security or platform team can put the whole marketplace, library, and assistant behind one governed account instead of individual logins.

workspaces RBAC prepaid credits audit log
How it connects

One incident, one loop.

Book

Find a verified engineer by specialty and book a paid session directly.

Diagnose

The session resolves into a written playbook — symptoms through validation.

Ask

The AI assistant is grounded in that same library for the next 2am incident.

Govern

A workspace gives the whole team RBAC, credits, and an audit trail over all of it.

Open requisition

We're curating the first 25 verified experts.

Senior engineers, security architects, SREs, and compliance leads who've actually built and broken production systems — not certified-but-untested. Early cohort, direct review.

Apply to join →
25
SEATS IN FOUNDING COHORT
4
SPECIALTY TRACKS: NETSEC · DEVSECOPS · CLOUD · SRE
1:1
PAID SESSIONS, DIRECT BOOKING
$ infrashloka --start
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