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🎄Christmas Special🎄 Week 5 :Small Extensions & New Tools for Your Agent 2025-12-06 · 09:00 🎄 Build & Learn: Christmas Special- "Agents & the Future of Work" Join us for Week 5 of the Agentic Flow 7-Week Cycle — Small Extensions & New Tools for Your Agent In Week 5, we keep things simple and supportive. Many people are still shaping their proof-of-concepts, so this session focuses on strengthening what you already built and adding small enhancements that make your workflow more capable. 💡 You can join anytime! Just pick one of the frameworks below and we’ll connect you with others using the same stack so you can learn and build together: LangChain / LangGraph (code) Crew AI (code) OpenAI agent (code) n8n (no-code) Each week we’ll introduce a short lecture or demo on one practical sub-topic (i.e. observability, memory, cost tracking, evaluations etc), then spend the rest of the session working in small groups to experiment and share progress. Weekly flow: 10 min — Intro 10 min — Framework-based group recap 10 min — Mini-lecture: Extending Your Agent: Tools, Stability & Small Wins [Presentation] 90 min— Hands-on build time Hands On Build Time Choose ONE improvement path: 1️⃣ Add one new tool: API call · file reader · search tool · classifier 2️⃣ Improve stability Guardrails · retries · output validation 3️⃣ Optimize context Shorten instructions · summarize memory · reduce token cost 4️⃣ Reduce latency/cost Caching · fewer model calls · fallback models ✨ Who’s Hosting? I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM applications. 📅 When? Saturday Dec 13, 10:00 AM- 1 PM 📍 Where? : Joachimsthaler Str. 43, 10623 Berlin ComebuyTEA 💻 Bring: Your laptop, an idea, or just curiosity! 👩‍💻 No experience needed—just curiosity.Grab a coffee, meet cool people, and work on something fun.	🎄Christmas Special🎄 Week 5 :Small Extensions & New Tools for Your Agent

🎄 Build & Learn: Christmas Special- "Agents & the Future of Work"

Join us for Week 5 of the Agentic Flow 7-Week Cycle — Small Extensions & New Tools for Your Agent In Week 5, we keep things simple and supportive. Many people are still shaping their proof-of-concepts, so this session focuses on strengthening what you already built and adding small enhancements that make your workflow more capable.

💡 You can join anytime! Just pick one of the frameworks below and we’ll connect you with others using the same stack so you can learn and build together:

LangChain / LangGraph (code)
Crew AI (code)
OpenAI agent (code)
n8n (no-code)

Each week we’ll introduce a short lecture or demo on one practical sub-topic (i.e. observability, memory, cost tracking, evaluations etc), then spend the rest of the session working in small groups to experiment and share progress.

Weekly flow:

10 min — Intro
10 min — Framework-based group recap
10 min — Mini-lecture: Extending Your Agent: Tools, Stability & Small Wins [Presentation]
90 min— Hands-on build time

Hands On Build Time Choose ONE improvement path: 1️⃣ Add one new tool: API call · file reader · search tool · classifier 2️⃣ Improve stability Guardrails · retries · output validation 3️⃣ Optimize context Shorten instructions · summarize memory · reduce token cost 4️⃣ Reduce latency/cost Caching · fewer model calls · fallback models

✨ Who’s Hosting? I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM applications.

📅 When? Saturday Dec 13, 10:00 AM- 1 PM 📍 Where? : Joachimsthaler Str. 43, 10623 Berlin ComebuyTEA

💻 Bring: Your laptop, an idea, or just curiosity! 👩‍💻 **No experience needed—just curiosity.**Grab a coffee, meet cool people, and work on something fun.

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