PYPYLAB

Project Index

Products, infrastructure,
tools & experiments.

Projects across AI Agent/MCP, systems engineering, intelligence products, web analytics, data tooling and long-running Python engineering.

SYSTEMS SPOTLIGHT

TurbineQ · AI-assisted production engineering.

The engineering journey itself is the artifact: architecture refactoring, benchmarks, regressions, observability and AI-human collaboration drive a long-running QUIC/network data-plane effort toward convergence.

PAUSED · DEEP ITERATION

TurbineQ

Not a QUIC performance leaderboard, but a production-engineering case showing how AI-assisted hypotheses are measured, falsified, refactored and converged.

RustQUICHTTP/3Benchmark-driven DevelopmentObservabilityPerformance Engineering
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PYLAB PROJECT REGISTRY

Active, stable & paused products.

Active, stable and paused describe the current lifecycle of each project. Paused projects remain working artifacts while expansion is deprioritized in favor of deeper iteration.

ACTIVE

ArkGate Python

A quick-start personal intelligence engine that collects, organizes and filters information across jobs, schools, industries, markets and personal projects, turning scattered searches into actionable lists.

PythonInformation RetrievalAutomation
ACTIVE

FMCG Brief

An industry-intelligence radar for consumer brands, channel monitoring and market-entry decisions, continuously turning news into brand moves, channel signals, market opportunities and operating implications.

LLM PipelineData EngineeringInformation Retrieval
STABLE

Pylab Brief

A multi-topic intelligence dashboard for lightweight research, organizing weather, food safety, Greater Bay Area news, automotive markets, agriculture, tenders and site-selection signals into fast-scanning briefings.

Data AggregationETLInformation Dashboard
STABLE

JobHunter

A job-intelligence tool for opportunity discovery, data cleaning, role analysis and resume-positioning support, gradually automating collection, analysis, presentation and publishing.

PythonSearchWorkflow Automation
STABLE

Prompt Skill Hub

An AI work-asset system for individuals and teams that organizes prompts, skills, project context, tool instructions, failure conditions and version history into structured resources that Agents can search, invoke, reuse, version and access under authorization.

RustPythonAI ToolingVersion Governance
STABLE

Web Content Extraction

A deterministic, non-LLM Python article extractor that reports complete-body extraction for about 98% of its target site set and serves as an ingestion layer for Agent/LLM web workflows.

PythonHTML ParsingContent ExtractionAgent Ingestion
PAUSED

TurbineQ

A QUIC proxy and transport engineering project focused on connection scheduling, congestion behavior, recovery, forwarding stability and controllable operation under stress; current work concentrates on protocol boundaries, scheduling, benchmarking and observability.

RustQUICBenchmark
PAUSED

SignalArk

A multi-tenant analytics product for lightweight measurement, campaign templates and analysis, in the same problem space as web analytics; current work focuses on data structures, metric definitions, tenant boundaries, content-source integration and explainable review.

Web AnalyticsEvent TrackingMulti-tenancy
PAUSED

FlowArk

A network runtime for domain rules, gateway routing, traffic decisions and recovery scenarios, with current work focused on rule observability, decision traces, fault recovery, configuration convergence and cross-platform operation.

GatewayRoutingObservability
PAUSED

Site Scout

A site-selection assistant for store owners, expansion teams and regional operators, providing location checks, trade-area profiling, competitor density, accessibility and time-of-day observation guidance before on-site visits.

MCPPOISpatial Analytics