Welcome to my personal learning repository! This space serves as a central hub for my research, tech updates, and deep dives into various engineering domains.
Learnings/
├── AI-ML/ # AI & Machine Learning
│ ├── Agents/ # Agent frameworks, skills, MCP
│ ├── LLMs/ # Models, architectures, inference
│ ├── RAG/ # RAG architectures & guides
│ ├── Protocols/ # MCP, A2A, UCP
│ ├── Fine-Tuning/ # PEFT, training guides
│ ├── Comparisons/ # Model & tool comparisons
│ ├── Algorithms/ # Recommendation algorithms
│ └── Programming/ # DSPy, BAML
│
├── Engineering/ # Software Engineering
│ ├── Architecture/ # System design, scaling
│ ├── JVM/ # Java, Spring, debugging
│ ├── Databases/ # Graph DB, PostgreSQL
│ ├── Middleware/ # Kafka, workflows
│ ├── Cloud/ # AWS, cloud services
│ └── Languages/ # Rust, Go, WASM
│
├── Blockchain/ # Blockchain & DLT
├── Quantum-Computing/ # Quantum computing
├── DevSetup/ # Development environment setup
├── Papers/ # Research papers
├── Content/ # Content creation
│ ├── Prompts/ # LLM prompts library
│ └── LinkedIn/ # LinkedIn post refinements
├── News/ # News & updates
│ ├── Security/ # CVEs, vulnerabilities
│ ├── Outages/ # Service outages
│ └── Weekly-Updates/ # Weekly tech digests
├── References/ # Quick references
├── Scripts/ # Utility scripts
└── assets/ # Shared images & PDFs
- OpenClaw(Moltbot or Clawdbot) Architecture
- OpenClaw(Moltbot or Clawdbot) Security Analysis Jan 2026
- OpenClaw Whitepaper
- Securing OpenClaw Setup
- claw ecosystem grok
- claw ecosystem
- clawwork architecture deep dive
- clawwork asianetnews corrected
- openclaw usecases video supplement
- NanoBot vs NanoClaw vs OpenClaw Technical Analysis & Security Comparison
- nanobot architecture deep dive
- Claude Skills Prompts
- AI Skills for Future Success (2026)
- Agent Skills vs Agents
- Agent Skills
- claude agents vs sub agents vs projects vs workflow vs rules vs mcp vs skills
- Ashley's 11 agent system
- Confucius Code Agent
- How Ralph Works with Amp
- InternetOfAgents
- Ralph Wiggum Loops & Ralph Mode
- AI Accelerated Development Playbook
- AI Assisted Development
- AI Operating Manual
- AI PMRoles
- Spec Driven Development Frameworks
- LLM Benchmarks
- LLM Council
- LLM Inference Engines
- LLM Inference
- Persistent Memory Layers AI Agents
- microGPT Architecture Complete
- microGPT Architecture Diagram Explanation
- microGPT Architecture Flow
- microGPT Technical Deep Dive
- GenAI cost Optimization
- Microsoft Agent Lightning
- OpenResponses Open Inference Standard
- Unlock the Dark Data
- ai token optimization tools
- Headroom Proxy
- Anthropic's Claude's C Compiler
- Anthropic API Restrictions
- Claude Code Review
- Claude Cowork
- Claude Developer Ecosystem Jan 2026
- Chinese AI Trifecta 2025 2026
- Google Gemma Family Models Jan 2026
- NVIDIA Open Models CES 2026
- Qwen3 VL Embedding and Reranker
- Sarvam AI X Updates
- MCP Scalability Issue Solution
- MCP Scalability Issue Solution Extended
- MCP Scalability Issue Solution v3
- MoSPI India MCP
- UCP
- Interview Q&A role Variants
- Java Python Enterprise AI
- Self Attention vs Flash Attention
- SiteGPT Alternatives
- Top 50 Q&A AI ML Eng
- Top 50 Q&A AI ML Math
- CryptoACTs Jan 2026
- ISO20022 XRP XLM HBAR XDC
- StableCoins Jan 2026
- blockchain coin vs token
- xrp xlm ISO20022
- AI Blockchain and the Hidden Frictions of Real World Asset Tokenization
- EnterpriceBlockchainLearning
- JPMorgan Blockchain Strategy
- Agentic Reasoning LLMs
- Prompt Repetition RE2
- RecursiveLanguageModels (RLMs)
- content visual carousel
- convert long 2 short social post prompt v2
- convert long 2 short social post prompt v3 merged
- convert long 2 short social post prompt v4 examples
- convert long 2 short social post prompt
- gemini carousel infographic prompt
- gemini futuristic infographic generic
- gemini handdrawn skitch note prompt
- gemini image 3 panel futuristic infographic prompt
- gemini image 4 panel futuristic infographic prompt
- gemini image 5 panel futuristic infographic prompt
- gemini image Q A Prompt
- gemini image recreate futuristic infographics prompt
- gemini image recreate prompt v0
- gemini image recreate prompt v1
- gemini image recreate prompt v2
- gemini infographic visual medium char prompt
- gemini infographic visual small char prompt
- gemini visual study notes prompt
- sample poster prompt
- Define Your AI Learning Goal(Easy Mode) LLM Prompt
- Define Your AI Learning Goal(Hard Mode) LLM Prompt
- What and How can ASK an AI
- perplexity research whitepaper prompt
- Youtube Multi Links Understanding Prompt
- Youtube Single Link Understanding Prompt
- Youtube Visual Analysis
- youtube visual carosel
- Prompt Generator Prompt
- gemini prompts categorized
- generate new prompt from template for image gen
- my prompts categorized
- prompt ref book
- prompt websites
- prompting guide
- 10.0 CVE React2Shell Whitepaper
- 10.0 CVE n8n vulnerability
- Largest WhatsApp Data Leak in History
- MongoBleed Dec2025
- Node.js Async Hooks DoS Vulnerability
- Notepad++ Targetted Attach
- Security Vulnerabilities in Wireless Devices and Apps
- AWS Outage October 19&20 2025
- Supabase Outage Feb 2026
- Tailwind Financial Crisis
- cloudflare down nov 2025
- Anthropic's Fourth Economic Index Report Jan 2026
- Apr 05 2026
- Dec 14 2025
- Dec 21 2025
- Dec 28 2025
- Dec 7 2025
- Decline of Stack Overflow
- Feb 01 2026
- Feb 15 2025
- Feb 22 2026
- Feb 8 2026
- Fellowship Oppertunities Guide 2026
- Global AI Scam Landscape 2026
- India GSoc 2026 Extended
- India GSoc 2026 Trends Challenges Solutions
- Jan 11 2026
- Jan 18 2026
- Jan 25 2026
- Jan 4 2026
- Mar 01 2026
- Mar 08 2026
- Mar 15 2026
- Mar 21 2026
- Mar 29 2026
- Singapore IMDA Agentic AI Governance Framework
- WIPO International Fellowship
- ₹70,000 Crore Suppressed Turnover Probe in Restaurant Billing
- GitHub Repos & Links - Manage repos and check/fix links
- README Generator - Auto-generate this README
- hpi.sh - Pi coding agent through Headroom compression proxy + RTK filtering
- hlrn.sh - Headroom Learn: run headroom learn with full options
Last updated: June 2026