@guardrag/core
Framework-agnostic RAG engine — bring your own keys, pluggable stores, guardrails in code.
npm i @guardrag/coreIndex — 11 projects
The newest work first. Each one opens onto what the problem was, what I built, and the decisions I would defend in a review.
Framework-agnostic RAG engine — bring your own keys, pluggable stores, guardrails in code.
npm i @guardrag/coreThree agents grade code against rubrics you author yourself
The complete assessment system: an admin console for authoring challenges and rubrics, a Go API that embeds and retrieves them, and a playground where three agents grade and coach.
The prototype: one app, no database, no infrastructure
Where the assessment pipeline started — the candidate-facing slice alone, running on a single install with a committed rubric corpus, no database and no backend service.
An agent that plans, calls tools, and shows its work
A research agent that reasons in steps and streams each thought, tool call and observation live — with an admin console that replays any past run.
A real product shipped with agents as the primary engine
A hostel review platform built largely through agent-assisted development and deployed in production — proof the workflow holds up when the output has to be a real product.
Production APIs, exposed to agents safely
MCP servers that wrap production REST endpoints as typed, schema-validated tools — read-only by default, with output sanitisation as a hard boundary — plus skills that encode team conventions.
One contract, two repos — drift made impossible
A Go and MongoDB API paired with an Angular 21 admin, plus a generator that reads Go handlers and emits typed Angular services and interfaces.
The platform behind the Certified AI-Ready Accountant programme
The delivery platform for Certified AI-Ready Accountant training — global faculty-led live lectures, attendance-backed CPE credits, and Bronze, Silver and Gold badges. 10K+ learners.
The platform behind US CPA certification prep
Enterprise LMS for US CPA certification at six-figure learner scale: course delivery, live classes over the Zoom SDK, and content at volume. Owned across frontend, API and data layers.
A structured certification path, delivered end to end
Enterprise LMS for US CMA certification — course delivery, scheduling and learner progress tooling for a multi-part certification, on foundations shared with the CPA platform.
Retrieval-grounded answers that cite every claim
A production RAG system built end to end: an admin panel that chunks and embeds source content into a vector knowledge base, and a reader app that answers only from it.
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