Sovereign infrastructure for AI, identity, and digital trust.
Veristamp Suite is an independent systems lab building tools for authentication, agent workflows, knowledge infrastructure, verification, and automation — designed with a bias toward privacy, control, and low-cost infrastructure.
Six systems. One mission.
Each tool maps to a core infrastructure concern. Independent, composable, and built for real workloads.
Mono-Auth
Self-hosted OIDC identity control plane with 16-bit Cuckoo filters for 0-RTT revocation checks.
Veristamp Stamp
Privacy-first digital receipts, integrity verification, and epoch-bounded Merkle log archives.
AgentHub
Non-linear collaboration engine and Content-Addressed Storage (CAS) for autonomous AI swarms.
Veristamp Chunker
AST-guided semantic markdown and code chunking visualizer powered by tree-sitter.
VIA (Incident Atlas)
Multi-tier real-time anomaly detection engine and adaptive Thompson Sampling agent supervisor.
Knowledge Base
Dual-graph knowledge base integrating Postgres structural trees and Qdrant semantic similarity.
Modern software is held together by too many fragile promises.
Trust this login broker. Trust this audit log. Trust this AI model. Trust the supply chain.
Veristamp Suite is built around a different assumption: important workflows must be inspectable, automatable, privacy-aware, and cheap enough for independent builders.
Small, sharp systems
Each tool should solve a real workflow clearly instead of becoming a bloated platform.
Privacy before convenience
Sensitive data should stay out of the system unless there is a strong reason to collect it.
Proof over promises
Important actions should leave inspectable, verifiable records.
Cheap to operate
Useful infrastructure should be able to run on lean, efficient systems before scaling up.
Portable by default
Prefer clear APIs, exportable data, open formats, and low lock-in.
Build logs, architecture notes, and lessons from the field.
Deep dives into AI agents, RAG pipelines, identity fabrics, self-hosted infra, and the tooling we ship.
qql-go and QQL Retrieval Operations for Qdrant
How qql-go turns QQL into a single-binary CLI for Qdrant retrieval, CI checks, and agent-safe automation.
RAG & KnowledgeSchema-First Extraction for LLM Wikis with GLiNER2
Schema-first extraction turns messy RAG into persistent knowledge graphs.
Self-Hosted AIOracle Cloud Always Free AI Agent Setup
Zero public ports, Tailscale VPN, systemd uptime — a private AI agent on free infra.
Srimon Danguria
Independent systems architect designing resilient, low-overhead digital infrastructure from first principles. Background in Electronics and VLSI microelectronics research.
Questions, collaboration, or feedback?
I read every email. Whether you are debugging chunking strategies, exploring M2M identity, or just curious about the stack — reach out.
support@veristamp.in