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The Full Catalog

All Projects

18 systems built around AI and the infrastructure under it — ranked by caliber, not chronology. Each links to a short write-up; public repos link to source.

Flagship

06

Real-time voice agent system · ~450ms voice-to-voice

Soniq

Production voice-agent infrastructure.

TypeScriptPythonLiveKitDeepgram

v2v

~450ms

tenancy

isolated

presets

7

306M-param Bengali LLM from scratch

Kotha-1

Pretrained Bengali decoder LM, end to end.

PythonPyTorchAccelerateSentencePiece

params

306M

layers

18

tokenizer

32k BPE

Operational MCP toolbelt · private

private

smart-mcps

Operational tools agents can call safely.

TypeScriptMCPZodOAuth

tests

1,900+

packages

8

tools

60+

Professor-intelligence MCP server · live APIs

ProfGraph

Professor ratings, teaching style, and grade odds — as LLM tools.

PythonMCPGraphQLStarlette

tools

10

tests

67

apis

2 live

Autonomous research pipeline · LangGraph

Research-Agent

A research graph that plans, searches, synthesizes, and recovers.

PythonLangGraphvLLMArXiv

tests

269

nodes

7

backends

vLLM/Groq

Encrypted capture & evidence vault · private

private

Blackbox

Always-on, offline, encrypted, tamper-evident audio capture.

Pythonage/X25519ShamirOpenTimestamps

tests

500+

crypto

X25519/age

ci

3.11/3.12

Strong

07

Local-first memory substrate · mmd daemon

Machine Memory

Local-first context engine for humans and agents.

TypeScriptSQLiteFTS5MCP

p95

<50ms

tests

143

index

FTS5

Evolutionary prompt optimization · Google hackathon 2026

Granum

An immune system for medical appeals.

PythonGeminiADKNext.js

tests

159

loc

3K

event

Google

Quantum circuit discovery agent · Qiskit + PyTorch

QUASAR

A surrogate model that filters quantum circuits before full VQE.

PythonQiskitPyTorchVQE

tests

500+

engine

Qiskit VQE

model

PyTorch

Hybrid search API · Java + Lucene 9

searchLight

BM25 keyword and HNSW vector search, fused.

JavaLucene 9Spring BootHNSW

fusion

BM25+HNSW

arch

hexagonal

stack

Spring

Language systems research · paper + 13 tokenizers

Bengali Tokenizer Evaluation

Tokenizer choice can make Bengali several times more expensive.

PythonSentencePieceNLPLaTeX

tokenizers

13

inflation

up to 5x

root cause

U+09BC

Reddit moderation app · Devvit

slopguard

Graduated-autopilot triage for AI slop in mod queues.

TypeScriptDevvitRedismulti-LLM

loc

5.5K

signals

6

llm

ensemble

Multi-agent release governance · MCP

AgentGov

Gate multi-agent releases: scan, sign, enforce.

TypeScriptMCPHMACBicep/azd

verdicts

signed

tests

17

loc

2.4K

More

05

Durable queue infrastructure · Go

RivetQ

Durable queue with WAL, leases, Raft, and DLQ.

GoWALRaftgRPC

wal

64MB seg

ha

Raft

api

gRPC+REST

Lockdown exam browser · C++/Qt6

openlock_browser

The Safe Exam Browser protocol, on Linux.

C++Qt6OpenSSLcgroups

protocol

SEB

crypto

RNCryptor v3

guard

cgroups

HPC cluster observability · Go + Python

Pulse

GPU/node telemetry, scheduling, and an ops assistant.

GoPythonPrometheusOllama

services

Go+Py

metrics

Prometheus

assist

Ollama

Cost-aware agent runtime · Python

nightshift

Route cheap subtasks to local models behind a confidence gate.

PythonChromaDBTransformershttpx

tests

138

routing

confidence

providers

4

MCP security scanner · Rust

mcp-audit

Scan MCP servers against the OWASP MCP Top 10.

RustOWASP MCPregexwalkdir

checks

10

maps

OWASP

lang

Rust