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Attend a free live session from Joinloop practitioners. Real content, real Q&A. No sales pitch, no fluff. See how we teach before enrolling in a cohort.
From Idea to Production: Engineering the AI-Native Way
Host: Pallav Rustogi, Co-founder Joinloop · Ex-Microsoft
A 2-hour masterclass for engineers who already use AI coding assistants — and want a repeatable process from vague ideas to tested, working code. Every engineer now has AI. Few know how to use it well.
- ✓Ideating with AI — generate and stress-test ideas before choosing one
- ✓Writing a Spec with AI — detailed enough for an agent to implement confidently
- ✓Designing with AI — system design before any implementation code
- ✓Building with AI — from spec to working code; driving the assistant well
- ✓Testing with AI — close the loop so speed doesn't cost correctness
- ✓Certificate of Participation included
Who: Software Developers · Engineering Leads · AI Engineers · Founders · Engineering Students
❌ No recording · Live only
Build AI Agents That Act, Not Just Answer
Host: Pallav Rustogi & Ankita Gulati, Joinloop
Go from generic chatbot to a real, working AI agent — one that qualifies, persuades, and drives measurable outcomes. We'll cover the architecture, prompting patterns, and production guardrails that separate demos from deployed systems.
- ✓Agent architecture design principles and reusable templates
- ✓Streaming responses for perceived speed and better UX
- ✓Fallback strategies that ensure reliability with minimal overhead
- ✓System prompts that keep agents disciplined and on-topic
- ✓Guardrails preventing off-topic or uncontrolled responses
- ✓Production-ready starter code and mental models you can use Monday
Who: Developers · Founders · PMs building AI agents for sales, support, or automation
❌ No recording · Live only
Build a Natural Language Database Agent in 60 Minutes
Host: Ankita Gulati, Joinloop
In 60 minutes you'll build a fully working AI agent that talks to your database in plain English. No SQL knowledge needed. We'll go from zero to a Gradio UI running on Google Colab, no local setup required.
- ✓AI agent that reads your database schema automatically
- ✓Natural language → SQL query generator
- ✓Auto-executes queries and returns results in plain English
- ✓Self-corrects broken SQL automatically
- ✓Read-only safe: no risk of data changes
- ✓Gradio UI for non-technical business users, runs on Google Colab
Who: Engineers · Data Analysts · Anyone who works with databases
❌ No recording · Live only
AI for PMs: What the Role Actually Demands Now
Host: Apuroop M, Principal Product Manager, Joinloop
The AI PM job description changed. This session cuts through the hype and focuses on what actually shifted, and what you need to do about it before Monday. Apuroop builds and ships AI products (multi-agent pipelines, LLM APIs, real users) and runs Joinloop's AI for PMs cohort. This is the condensed, practical version.
- ✓What actually changes about the PM job, hype vs. the real shift in your daily work
- ✓Using AI to do your current job better: research synthesis, PRDs, prototypes, stakeholder comms
- ✓Shipping AI products well: evals, cost/quality/latency tradeoffs, failure modes you haven't hit yet
- ✓Two frameworks you can use Monday: the AI fitment filter and the AI feature one-pager
- ✓A 30-day plan to go from 'I use ChatGPT' to 'I've shipped and evaluated an AI feature'
Who: Product Managers · APMs · Tech Leads · PMs preparing for AI PM interviews
❌ No recording · Live only
Your AI Doesn't Forget: If You Teach It Right
Host: Pallav Rustogi & Ankita Gulati, Joinloop
A focused 60-minute session on skills.md, the file that turns a generic AI agent into one that knows your codebase, your conventions, and how your team actually works. "A great engineer doesn't just write code, they document their thinking so others can build on it. skills.md is how you do that for AI."
- ✓Understand what a skills.md file actually is, and why it's the difference between an AI that asks you the same question twice and one that never does
- ✓Learn how AI agents use skills at runtime, when they read it, how it shapes their decisions, and what happens if you write it badly
- ✓Write your first skills file live, for a real workflow: an API naming convention, a testing strategy, a deployment checklist
- ✓See how skills compose with agent memory and decision logs to build a team that gets sharper with every session
Who: Engineers · Tech Leads · AI builders · Anyone using Claude Code or Cursor
❌ No recording · Live only
Claude Code in 60 Minutes: From Zero to Power User
Host: Pallav Rustogi & Ankita Gulati, Joinloop
Claude Code is reshaping how engineers write, review, and ship software. But most developers barely scratch the surface. In this 60-minute live session, Pallav and Ankita walk you through the real workflows, slash commands, and automation hooks that turn Claude Code from a helpful chat tool into your most powerful engineering partner. Live demo on a real codebase. Zero fluff.
- ✓Set up Claude Code with the right config for your stack
- ✓Slash commands, hooks & custom tools that save 2+ hours a day
- ✓Multi-file refactors and feature builds: live demo
- ✓Review PRs, write tests, and debug faster with Claude Code
Who: Software Engineers · Full-Stack Devs · Tech Leads · Anyone who ships code
❌ No recording · Live only
The 4 Questions Every AI Agent Must Answer
Host: Adrian Miller, Founder, MyOS & Forge Intelligence
Most AI agents fail not because of bad code. But because nobody asked the right questions before building. Join Adrian Miller, Founder of MyOS & Forge Intelligence, for a live session on the fundamental questions every agent must answer. Walk away with battle-tested frameworks, a live prompt review, and clarity on how top AI architects think.
- ✓The 4 core questions every AI agent must solve
- ✓Frameworks used by top AI architects
- ✓Live prompt review + real-time feedback
- ✓Open Q&A with Adrian
Who: AI/ML engineers · PMs · Architects · Founders · Anyone building with AI
❌ No recording · Live only
Past Sessions
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