Augusta Bhardwaj, AI engineer.I make AI products that people use.
I build AI agents and deploy them for real customers. IIT Guwahati, two years at YC-backed startups, now a company of my own. Nine shipped, four of them paid SaaS, all live.
Nine things, all running.
Every product I have shipped, biggest first. Tilt one. Click one to read how it was built and what it does today.
Auditant
The compliance system of record for AI agents. Self-hosted tier for enterprises.
Admiral
AI for paid ads that never acts without approval.
Compass
AI-powered job search automation.
Elyos AI
Streaming, cancellable, tool-calling chat. AI that handles Ctrl+C gracefully.
AI MCP
Four sources, one query, one ranked list.
Forecast
Three AI agents, one forecast, zero stockouts.
ChaiBooks
GST accounting for Indian distributors.
NSE Signal Pro
AI-powered technical analysis for Indian stocks.
Written from the work.
Notes on building and running AI products, with the numbers where I have them. The six most recent on AI engineering.
AI Agent Audit Trail Tools Compared: LangSmith, Langfuse, Arize Phoenix, and Auditant
· AI Engineering · 10 min readWhat Building a Tiny LLM From Scratch Taught Me About Production AI
· AI Engineering · 12 min readBuilding RAG Pipelines That Actually Work in Production
· AI Engineering · 10 min readClaude vs GPT for Production AI Agents: An Honest Comparison
· AI Engineering · 9 min readAutomating LinkedIn Job Applications with AI and Selenium
· AI Engineering · 8 min readFour Data Sources, One Query: Building a Multi-Source Company Profiler
· AI Engineering · 7 min readTools you can use today.
Four small SaaS products for Indian businesses. One pool of credits works across all four, and credits never expire.
Billing
GST invoices, clients, inventory and P&L reports for Indian businesses.
1 credit per invoiceDocuments
Resumes, NDAs, service and rental agreements, plus 10+ Indian legal templates.
1 credit per documentNSE Signal Pro
NSE stock screener, technical indicators, sentiment and AI research reports.
1 to 3 credits per analysisDemand Oracle
Upload sales data, get demand forecasts with Indian seasonality and restock advice.
1 to 3 credits per forecastAbout
Engineering at IIT Guwahati, class of 2024. Two years building AI products at YC-backed startups. In 2026, a company of my own.
Based in Bangalore. Company registered in Gaya, Bihar. The agency side lives at 4ugusta.agency.
Say hello.
A question about a project or a post, or something you want built. I read everything and reply within a day or two.






