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ANLYTIC COMMUNITY • HACKING ON LOCAL LLMS, RAG & AI AGENTS

We don't just talk about AI.
We build it, break it, and ship it together in the room.

MEETUPSBi-Weekly Developer Meetups
CODE100% MIT / Open Source
COMMUNITY2,500+ Friendly Builders
Join Anlytic WhatsAppUpcoming Developer Meetup #06 Schedule
anlytic-lab-06 - project-to-product - 80x24LIVE CODE RUN
$anlytic run --lab 06-project-to-product --tier production
> Packaging Gemini 2.5 multimodal streaming inference endpoint (p95: 140ms)
> Attaching Pydantic rate-limiting guardrails & telemetry tracing
> Production healthcheck 200 OK • Ready for user traffic & billing webhooks
> Project deployed to cloud • Ready for Developer Meetup #06 live room demo [0 errors]
WHY BUILDERS JOIN US

Most AI meetups are 45 minutes of vendor pitches and sanitized marketing slides. We started Anlytic Community because we wanted a room where you actually open your terminal, clone the repo, break stuff, and build working applications alongside fellow engineers.

Read our community story & ethos →
2,500+Community BuildersEngineers, researchers, and weekend hackers across 35+ countries
5Developer Meetups CompletedPacked in-person labs with 100% live code and running pipelines
58+ hrsLive Hacking & CodeHands-on build time, lightning demos, and peer architecture reviews
0Vendor Pitch DecksZero sales presentations or product sponsorships allowed on stage

Grab your laptop, clone the verified starter repo, and build something functional before the night ends. Friendly peers, local weights, and zero gatekeeping.

Read our complete origin story & ethos
COMMUNITY SHOWCASE • RECENT BUILDS

projects shipped by our members:

Developer Meetup #03
Autonomous Agent structured function calling project from Developer Meetup 03
Agent Tool Calling96/96 Shipped Valid JSON
Developer Meetup #02
Hybrid search RAG architecture from Developer Meetup 02
Hybrid RAG PipelineRecall 94.2% • 180ms p95
Developer Meetup #01
LoRA training convergence from Developer Meetup 01
Local 8B Fine-Tuning65 Checkpoints Deployed
Next Developer Meetup

Developer Meetup #06: Build with Gemini

Build production-ready AI apps, agentic workflows, and products with Gemini APIs.

180 Seats • November 1, 2026 • Arya College
Upcoming MeetupRSVP Now →

We don't sit through theoretical slideshows. Every engineer in the room opens their laptop, clones our starter repo, and builds a functioning model or pipeline alongside fellow hackers before the night ends.

Explore What We Built at Developer Meetups 01, 02, 03, 04 & 05 →
HOW WE LEVEL UP

three ways we build together:

meetups & tech sprints

Live coding together with laptops & pizza

  • Fine-Tuning Models on Consumer GPUs (Unsloth & LoRA)
  • Deploying Fast vLLM & Ollama Local Engines
  • Building Multi-Agent Workflows with LangGraph
  • Hybrid Vector Search & Cross-Encoder Reranking
  • Local Real-Time Voice & Vision Pipelines
  • Community Lightning Demos & Peer Code Reviews
  • Synthetic Dataset Bootstrapping & Filtering
  • Hardware-Aware VRAM Allocation & Quantization

war stories

Unfiltered production failure breakdowns

  • How Our Agent Looped and Ran Up a $14K Cloud Bill
  • Debugging 14-Second P99 Latency Spikes in Production
  • Silent Retrieval Failures in Production Vector Databases
  • Why 512-Token Chunking Severed Our Financial Tables
  • Handling LLM Non-Deterministic Hallucinations at Scale
  • Building Real-Time Production Guardrails with Pydantic
  • PyTorch GPU Memory Leaks & CUDA Cache Fragmentation
  • Embedding Model Schema Drift That Broke Search Recall

paper sprints

Dissecting fresh preprints into code

  • Speculative Decoding Implementations with Draft Models
  • Mamba & Selective State Space Linear Architectures
  • Vision-Language Model Native Function Tooling
  • Test-Time Compute & Monte Carlo Search Reasoning
  • Mixture of Experts (MoE) Top-K Routing & Gating
  • Direct Preference Optimization (DPO) Tuning Loops
  • Cross-Modal Weight Projection & Audio Spectrograms
  • Quantization Noise & FP8 vs INT4 Activation Limits
Explore All 18+ Open Source Notebooks & Guides on /learn →
ANLYTIC ECOSYSTEM

tools we build &
hack with:

Open-weight models, high-performance serving runtimes, and local inference kernels. We collaborate with open-source toolmakers to bring free cloud compute and venue space to our hackathons.

JOIN 2,500+ BUILDERS

Got an idea?
Come build it with us.

Whether you're fine-tuning models on a gaming laptop at home, building your first agent workflow, or optimizing production inference, there's a seat and a slice of pizza for you.

Join Our WhatsApp CommunityRSVP for Next Meetup →