Architecture Blueprints
Model Context Protocol (MCP) Spec Sheet
Standardized two-way communication framework schemas for connecting LLMs natively to enterprise database architectures.
Stateful LangGraph Agentic Loops
Complete state-sharing graph architecture patterns implementing human-in-the-loop checkpoint gates.
Corrective RAG (CRAG) Self-Correction Flow
Visual logic layout of evaluation loops that grade retrieval quality and trigger fallback web search routing.
Production Repository Templates
MCP Serverless Sandbox Starter
A production-ready repository featuring a stateless MCP proxy core built with JSON-RPC over Streamable HTTP.
GraphRAG + Vector Hybrid Search Engine
Python pipeline extracting explicit entity-relation triplets to map structural knowledge distributions.
Career & Platform Audits
Enterprise AI Job Decoder (2026)
What hiring managers mean when they post for "Agentic Lifecycle Architecture" or "Evaluation-Driven TDD Validation".
Production-Grade GitHub Showcase Audit
A strict 12-point engineering audit checklist to clean up your open-source projects before screening passes.
System Design Interview Playbook
Step-by-step breakdowns of common ML scale issues, framed in executive STAR-format delivery arrays.
Curated Cohort Tracks
Elite Free AI Learning Paths (2026)
Hugging Face, DeepLearning.AI, and Linux Foundation Agentic tracks—ranked and structured for developers.
RAG In Production: Video Vault
Our zero-fluff curated playlist mapping out vector quantization pipelines and custom chunk-merging implementations.
Seeking Custom Configuration Blueprints?
In need of distinct hyper-parameter tunings, secure isolated multi-tenant vector schemas, or real-time layout-aware parsing scripts?