# Sanjeed's Digital Garden > Personal notes, builds, and learnings on AI, engineering, and building things. ## Builds & Projects - [AI Agent & LLM Evals Consulting](https://sanjeed.in/AI%20Consulting): I help businesses build AI agents that work. AI agent architecture, LLM evals, and AI product UX. Clients hit 80% automation and 6-figure revenue. - [AI Podcast - idea to launch in 30 minutes](https://sanjeed.in/AI%20Podcast%20-%20idea%20to%20launch%20in%2030%20minutes): This was inspired by Andrej Karpathy's tweet - [AI-Ready Docs for Ragas (10k+ GitHub Stars)](https://sanjeed.in/AI-Ready%20Docs%20for%20Ragas): Helped Ragas revamp their docs and built automation to keep docs in sync with code. llms.txt generation, copy-to-LLM button, auto-update workflow. - [Internal AI Agents for Enterprise AI Observability Platform](https://sanjeed.in/Building%20Internal%20AI%20Agents%20for%20a%20B2B%20AI%20Startup): Built docs automation and integration monitoring agents for an AI observability platform. Docs stay fresh automatically, breaking changes caught early... - [GenUI AI Agent for Enterprise Retail Analytics](https://sanjeed.in/Building%20a%20GenUI%20AI%20Agent%20for%20Enterprise): Transformed legacy dashboards into an AI agent with visual UI. Presented at NRF 2025/2026. Piloting with top global retailers. - [AI Support Copilot: 0% → 80% Automation for $10B+ Startup](https://sanjeed.in/Building%20a%20Support%20Copilot%20for%20a%20Hypergrowth%20Startup): Built an AI copilot for a hypergrowth startup's support team. Searches docs, finds past tickets, drafts responses. 80% resolution rate. - [Travel AI Agent: Saved 1 Month by Skipping Swarm Architecture](https://sanjeed.in/Building%20a%20Travel%20AI%20Agent): Built a travel planning AI agent for a UK company. Talked them out of complex swarm architecture, set up LLM evals in CI/CD. Saved 1 month. - [Voice AI Interview Bot: Built in 2 Weeks](https://sanjeed.in/Building%20a%20Voice%20AI%20Interview%20Bot): Built a voice AI interview coach that simulates real interviews and gives feedback. Shipped in ~2 weeks. Replacing expensive human coaches. - [AI Question Generator for EdTech: Shipped in 1 Week](https://sanjeed.in/Building%20an%20AI%20Question%20Generator%20for%20EdTech): Built a custom AI question generator for a UK EdTech company serving top schools. They'd tried many solutions before—none worked. Shipped in 1 week. - [AI Video Agent: From Stuck to 6-Figure Revenue](https://sanjeed.in/Building%20an%20AI%20Video%20Agent): Helped a video AI startup ship in 1 day after weeks stuck. Simplified architecture, set up LLM evals, 50% faster iteration. Now profitable. - [CoursePal - Shipped product in 2 days - 6000+ users](https://sanjeed.in/CoursePal%20-%20Shipped%20product%20in%202%20days%20-%206000+%20users): Built a course review platform for IIT Madras in 2 days. 6000+ users (80% of target students). Helped juniors pick electives from 400+ courses. - [Cursor Rules CLI](https://sanjeed.in/Cursor%20Rules%20CLI): A CLI tool to manage and apply Cursor rules to your projects. Makes it easy to share and reuse AI coding assistant configurations. - [Focus Checkin Obsidian Plugin](https://sanjeed.in/Focus%20Checkin%20Obsidian%20Plugin): I was deep into building something when I realized I'd spent 30 minutes reading about a tangentially related topic. Then another 20 minutes on somethi... - [I built my anniversary photobook with Cursor](https://sanjeed.in/I%20built%20my%20anniversary%20photobook%20with%20Cursor): First anniversary was coming up and I wanted a real photobook, not a shared album link. The online builders are fine. I just didn't want their templat... - [Lilly - Whatsapp AI Chatbot](https://sanjeed.in/Lilly%20-%20Whatsapp%20AI%20Chatbot): Note: I've taken this number down to use for another project. It was basically a sarcastic friendly helpful AI you could talk to on Whatsapp. Friends ... - [Random fun tools and scripts I made for myself](https://sanjeed.in/Random%20fun%20tools%20and%20scripts%20I%20made%20for%20myself): Collection of small scripts and automations I built for personal productivity - file renaming, PDF conversion, site monitoring, etc. - [Resonect - startup](https://sanjeed.in/Resonect%20-%20startup): College startup selected 1 of 6 from 24 ideas by IITM's pre-incubator. Similar idea later raised $4.5M (Fizz). Built alpha, learned a lot. - [Sometimes You Discover Simple by Building Complex First](https://sanjeed.in/Sometimes%20You%20Discover%20Simple%20by%20Building%20Complex%20First): TLDR: I built a whole web app to review 3800 wedding photos. Iterated on it multiple times. Then realized I could've just downloaded the thumbnails us... - [ChatGPT Wrapped](https://sanjeed.in/chatgpt-wrapped): It's December. Wrapped season. Nikunj had just shipped iMessage Wrapped and it blew up (100K+ impressions). I saw it and thought - I want this, but fo... - [Cursor fixed my music video (part 2)](https://sanjeed.in/cursor-fixed-my-music-video-part-2): Made another cover. Ran my avsync tool. Sync was off. - [Cursor Fixed My Music Video](https://sanjeed.in/cursor-fixed-my-music-video): I was recording a cover after the Linkin Park concert today, it was so damn good!!! - [Cursor one-shotted my volume booster extension](https://sanjeed.in/cursor-one-shotted-my-volume-booster): Was watching Invincible on Prime. Audio was too low even at max. - [How to Fix Trakt watch history after importing from IMDB/Letterboxd with Cursor](https://sanjeed.in/fix-trakt-watch-history-import): Imported my watch history from IMDb and Letterboxd into Trakt. Everything landed as "watched today." My stats looked ridiculous. Giant spike on a rand... - [thumbgen: a CLI for reel thumbnails](https://sanjeed.in/thumbgen): I already have avsync for syncing separately-recorded audio to video. The next annoying step in my cover workflow? Thumbnails. - [Using an agent to improve another agent](https://sanjeed.in/using-an-agent-to-improve-another-agent): I built a customer support agent for a client a while back. It reads incoming tickets, searches the knowledge base, and drafts replies. Works pretty w... ## Guides - [How to become an AI PM - From an ex-PM turned AI Engineer](https://sanjeed.in/How%20to%20become%20an%20AI%20PM%20-%20From%20an%20ex-PM%20turned%20AI%20Engineer): If you want something more structured: - [Hide Anything Annoying on Any Website](https://sanjeed.in/hide-anything-on-any-website): Amazon search results first row is 80% sponsored. I searched for "mens shoes" and the first four results were all ads. ## TIL (Today I Learned) - [Backup your AI coding agent rules, skills, and commands](https://sanjeed.in/backup-ai-tool-configs): If you use Cursor, Claude Code, or Codex, you probably have user-level rules, skills, and commands you've built up over time. The stuff that makes you... - [Make your AI say no](https://sanjeed.in/make-your-ai-say-no): AI coding agents have a problem: they're too eager to help. - [Starship > oh-my-zsh for VPS shells](https://sanjeed.in/starship-vps-shell): Plain bash on a VPS is ugly. No colors, hard to tell where one command ends and another begins. Just a wall of white text. ## Other - [Ablation Study](https://sanjeed.in/Ablation%20Study): Read Ablation Study in Chip Huyen's Agents article. - [Awesome Cursor Rules MDC](https://sanjeed.in/Awesome%20Cursor%20Rules%20MDC): This led me to get a Cursor Community Ambassador role. Will share details later. - [Best Guides for Prompt Engineering](https://sanjeed.in/Best%20Guides%20for%20Prompt%20Engineering): best prompt engineering resources: - [Brain Dumps](https://sanjeed.in/Brain%20Dumps): Brain dumps. Morning pages. It's all the same idea. - [Clone, Chat, Learn: Exploring Open Source](https://sanjeed.in/Clone,%20Chat,%20Learn%20-%20Exploring%20Open%20Source): I've curated my Twitter feed to surface cool AI projects. When something catches my eye, I clone it. I don't read blog posts about it. I just open the... - [Family is What's Real](https://sanjeed.in/Family%20is%20What's%20Real): It's 12:15AM. I'm at the Kolkata airport. Returning home from another home. - [Firebase documentation sucks arrrrghhhhhh](https://sanjeed.in/Firebase%20documentation%20sucks%20arrrrghhhhhh): Wasted a lot of time on a stupid Firebase error. - [Healing Back Pain by John E. Sarno - Book Summary](https://sanjeed.in/Healing%20Back%20Pain%20by%20John%20E.%20Sarno%20-%20Book%20Summary): Generated using Grok-3 Deep Research - [How to block distractions?](https://sanjeed.in/How%20to%20block%20distractions?): We all tend to get distracted sometimes. The modern world is just designed so now. - [How to open localhost automatically after running npm run dev](https://sanjeed.in/How%20to%20open%20localhost%20automatically%20after%20running%20npm%20run%20dev): When I searched this on Perplexity, I found answers to use concurrently package or npm-run-all etc. - [How to publish your Obsidian notes for free using Quartz](https://sanjeed.in/How%20to%20publish%20your%20Obsidian%20notes%20for%20free%20using%20Quartz): Follow the instructions here: https://quartz.jzhao.xyz/ - [I Will Fly For Food](https://sanjeed.in/I%20Will%20Fly%20For%20Food): I was filling a form for Dastarkhwan and one question made me pause: - [Kolkata Memories](https://sanjeed.in/Kolkata%20Memories): At Subu's home in Kolkata. Worked on building something cool today! Finally got to work on it. Launching soon! - [Make it work. Make it right. Make it fast.](https://sanjeed.in/Make%20it%20work.%20Make%20it%20right.%20Make%20it%20fast.): Classic software development wisdom - first make it work, then make it right, then make it fast. Don't optimize prematurely. - [Omakase](https://sanjeed.in/Omakase): The menu is Omakase - [On Death](https://sanjeed.in/On%20Death): I missed writing yesterday, I did plan for it. But there will always be unknown unknowns. - [Projects I did to learn web3](https://sanjeed.in/Projects%20I%20did%20to%20learn%20web3): Web3 projects I built while learning - a DAO, NFT minting, and a wave portal on the blockchain. - [Subu - my partner for life](https://sanjeed.in/Subu): Subu - AKA Sulbia Asif was born on xxxxxxx - lol why would I dox her DOB here. - [Tools I use](https://sanjeed.in/Tools%20I%20use): * Notion - used to use for journaling/note taking - [Using Anki to memorize facts](https://sanjeed.in/Using%20Anki%20to%20memorize%20facts): I've always told others that I have a bad memory. I was bad at memorizing History facts back in school. Math/Science was easy while I had to put extra... - [What to do with your old slow laptops](https://sanjeed.in/What%20to%20do%20with%20your%20old%20slow%20laptops): My sister's laptop was very slow and she stopped using it. I checked it out and realized it needs some hardware upgrades (4GB RAM is not enough), but ... - [Whatsapp Sidebar Hider Chrome Extension](https://sanjeed.in/Whatsapp%20Sidebar%20Hider%20Chrome%20Extension): This was a 15 minute build. All by Cursor. - [Why I Started Writing](https://sanjeed.in/Why%20I%20Started%20Writing): Woke up at 7:30AM today. This is after a few days of waking up at 1pm, 12pm, 11am. - [About Me](https://sanjeed.in/about): Launched a product in 20 hours back in college—80% of the college was using it in 2 days. 6000+ users. The feedback from people who found it useful wa... - [digital nomad](https://sanjeed.in/digital%20nomad): I've done 2 international trips so far (as of 2025-11-03). Vietnam in 2023, and Thailand and Malaysia in 2025-10. Each time I've gone, I've felt like ... - [git worktree](https://sanjeed.in/git%20worktree): How to refer another git branch while you are working on a different branch? - [Sanjeed](https://sanjeed.in/index): I'm an AI Engineer & Consultant. Ex-PM, so I get both the business and engineering side. I build AI agents and set up evals to make them reliable — be... - [Just share the prompt](https://sanjeed.in/just-share-the-prompt): I was writing my last post about backing up AI tool configs when I hit a familiar problem: how do I let other people do this too? - [rabbithole from a search to goatcounter](https://sanjeed.in/rabbithole%20from%20a%20search%20to%20goatcounter): 1. I searched for how to do directory shortcuts on zsh - on perplexity of course - [How to add shortcut to directories in zsh](https://sanjeed.in/shortcut%20to%20directories%20in%20zsh): hash -d mydir=/path/to/long/path/annoyingly/long - [The brain gym for programmers](https://sanjeed.in/the-brain-gym-for-programmers): A few days ago, Mario Zechner posted a thread that I haven't been able to stop thinking about. He shared a study on how AI assistance affects skill fo...