All-Hands
Read frontier work. Build something real. Repeat.
This is the build layer of the site. Each session takes a paper, model, or architecture pattern and turns it into a working sprint brief with references, implementation direction, and a concrete build challenge.
Recent Sprint
Gemma 4 Good Build Brief
The Kaggle deadline has passed, so the page now works as an archived build path: use it to shape campaign copilots, search visibility agents, and the next hackathon-ready prototype.
How the club works
The process is intentionally simple. Keep the loop tight so the session produces a working artifact, not just a discussion trail.
01
Read
Start with the paper, article, or build brief before the discussion begins.
02
Debate
Use the club to pressure-test the idea, the architecture, and the use case.
03
Build
Turn one research thread into a working artifact in a short, disciplined sprint.
04
Ship
Publish the output, capture the lessons, and feed them back into the next session.
Featured session
The latest build session is the fastest way into the active learning thread.
14 Apr 2026
Gemma 4 Build Session - From Open Weights to Marketing Agents in 14 Days
Facilitated by Performics Labs Newsroom. Open the session page for the video, the build plan, and the reference pack.
Available assets
- Video walkthrough included
- No PDF attached
- No notebook attached
- Discussion thread enabled
Session archive
The archive is ordered newest first. Use it as a build library, not just a reading list.
| Date | Title | Facilitator | Assets |
|---|---|---|---|
| 03 Jan 2026 | The Empowerment Imperative - Building Agentic Marketing That Serves Humans | Performics Labs Newsroom | video |
| 09 Nov 2025 | The Geometry of Intention - How LLMs Predict Human Goals | Performics Labs Newsroom | video |
| 25 Sept 2025 | Memory & Agency - Build the First LLM Agents That Remember | Performics Labs Newsroom | video |
| 17 Aug 2025 | Empowering Marketing Agents - Build Open-Source LLM Assistants for Real Users | Performics Labs Newsroom | video · pdf · notebook |
| 31 Jul 2025 | Routine-Powered Performance - Building Structured, Multi-Step AI Agents for Marketing | Performics Labs Newsroom | video · pdf · notebook |
Use it with the rest of the site
The All-Hands pages work best when paired with the article and analysis layers. Use the session page for the sprint, then move outward when you need more context.
Recent Hackathon
The Gemma 4 Good sprint has closed, but the build-session brief remains useful as a reusable template for marketing-agent prototypes.
Open build brief →AI News
Use the article stream for the strategic layer before you move into the build sessions.
Browse articles →Analysis
Use the deeper analysis pieces when you need architecture, theory, or implementation framing.
Browse analysis →