⭐ Featured
The pieces worth seeing first.
Deep Dives
Interactive, multi-page walkthroughs of modern AI systems — animated diagrams, in-browser demos, and runnable code. First up: a 6-chapter dive into RAG.
Start exploring →Gen AI Guide
An interactive, searchable knowledge base of 110+ Generative AI concepts — tokens, vectors, transformers, RAG, agents, MCP — each linking to a deep-dive page as I learn it.
Open the guide →Visual Notes
21 animated, responsive HTML explainers that break down key AI/LLM concepts — RAG, agents, embeddings, and more — published live via GitHub Pages.
Open the gallery →Job Search Agent
Scrapes multiple job boards, scores every role against your resume with an LLM, and emails a filtered digest — on a schedule.
View code →🔧 Azure DevOps Toolkit
AI assistants for the ADO workflow — planning, quality, and release.
Pipeline Failure Analyzer
Paste a build log, get root-cause analysis, fix commands, and prevention tips.
View code →Release Notes Generator
Turns completed work items into multi-audience release notes.
View code →Sprint Planner
Analyzes the backlog and capacity to recommend an optimal sprint.
View code →Test Case Generator
Converts acceptance criteria into comprehensive BDD test cases.
View code →Work Item Analyzer
Scores Definition-of-Ready and rewrites vague criteria in BDD.
View code →🛠️ Dev & Team Productivity
Code review, testing, docs, and engineering-leadership helpers.
PR Review Assistant
Paste a git diff, get a senior-level review with verdict and line comments.
View code →AI Code Reviewer
Finds security, bugs, and perf issues with prioritized, specific fixes.
View code →Architecture Review Agent
Scored review against the Well-Architected Framework.
View code →Unit Test Generator
AST-aware pytest suites covering edge and error cases.
View code →Tech Debt Analyzer
Scored debt report with effort estimates and quick wins.
View code →Dependency Risk Scanner
Risk report for requirements.txt / package.json with upgrade commands.
View code →Decision Log (ADR) Creator
Notes in, structured Nygard-format ADR out — auto-numbered.
View code →Incident Postmortem Generator
Blameless RCA with root causes and action items.
View code →Standup Report Generator
Raw notes into standup, weekly, exec, or Slack formats.
View code →Team Skill Gap Analyzer
Maps team skills vs requirements with hiring recommendations.
View code →💬 AI Apps & Agents
Standalone LLM applications — agents, RAG, evaluation, and more.
Smart Research Agent
Autonomous agent that searches, reads, and writes a research report.
View code →PDF Chatbot (RAG)
Chat with any PDF using embeddings + GPT-4o-mini retrieval.
View code →AI Model Evaluator
LLM-as-judge suite with hallucination detection and scoring.
View code →Prompt Library Manager
Versioned prompt registry with testing and A/B comparison.
View code →SQL Query Generator
Natural language to optimized SQL across 6 dialects, schema-aware.
View code →Sentiment Dashboard
Aspect-level emotion analysis for single text or batch CSV.
View code →Document Comparison Agent
Side-by-side themes, conflicts, and a similarity score.
View code →Meeting Summarizer
Transcripts into action items, decisions, and blockers.
View code →Email Composer AI
Bullet points into polished emails with tone and follow-ups.
View code →Resume Analyzer
Skill extraction, scoring, gaps, and ATS compatibility check.
View code →📚 Skills & Experiments
Reusable building blocks and research.
Agent Skill Packs
24 reusable SKILL.md definitions across developer, IT-ops, lead, and deep code-check domains — pure markdown, no code required.
Browse skills →Source-to-Skill
Experiments that distill a source document into a structured, reusable agent skill with a knowledge graph.
View code →Python Learning Notebook
A working Jupyter notebook of Python and AI experiments.
Open notebook →