Live workshop

Agent Memory Systems

Build an agent with short-term, episodic, and semantic memory, deployed on PostgreSQL checkpointer.

Next session
Saturday, July 4
Level
Advanced
Where
Online (Zoom)

What you'll build

Walk away with working code.

  • Wire an LLM to a messaging platform with a single handler function
  • Persist and replay multi-turn conversation history with JSONL
  • Design agent identity and guardrails through a system prompt file
  • Implement the agent loop with tool calls and result feedback
  • Build a persistent layered permission model for risky actions
  • Decouple agent logic from delivery channels with a gateway pattern
  • Compact context automatically by summarizing older turns
  • Build a searchable long-term memory the agent can write to
  • Prevent race conditions with per-session locks and run scheduled tasks
  • Route between specialized agents that share a single memory store

Who it's for

Is this workshop for you?

Backend engineers

tired of stateless bot demos and ready to build something that actually remembers

AI builders

who want to understand what a real agent looks like without a framework in the way

Tinkerers

who want a personal AI assistant on Telegram they can extend with their own tools

FAQ

Common questions.

  • Do I need a Telegram account?

    Yes. Telegram is free and the bot token is quick to create through BotFather. You can run everything on your own device.

  • Which model does this use?

    The reference implementation uses Claude Sonnet from Anthropic. The patterns apply to any tool-calling model you want to swap in.

  • Is this a LangChain tutorial?

    No. The point is to see every part of an agent with your own eyes. Once you understand the loop, a framework becomes a time-saver instead of a mystery.

  • How is this different from a ChatGPT clone?

    A ChatGPT clone is stateless chat. You will build an assistant with persistent memory, real tools, permission controls, context compaction, scheduled tasks, and multi-agent routing.

Save your seat

Ship something real by Saturday.

4 hours. Your code. Live feedback from Param.

$149$49per seat
Save 67% with regional pricing
4 hours live · advanced
Or get this plus every workshop replay with Pro
Add to calendarGoogleApple / iCal

Can't make it live? Registration includes lifetime access to the self-paced course.

Prefer to learn anytime? Take the self-paced course instead.