LangTalks
Episodes
67 - FinOps for AI | Yizhar (Finout)
27 Apr 2026
Contributed by Lukas
A practical look at managing AI budgets across coding agents, customer-facing models, and production inference
66 - Scaling LLMOps | Avi Lumelsky (Oligo)
12 Apr 2026
Contributed by Lukas
Two real-world use cases are covered: CVE Enrichment for open-source vulnerability detection and real-time Malicious Command Detection, along with pra...
65 - AI SRE | Asaf Savich (Komodor)
21 Mar 2026
Contributed by Lukas
Site Reliability Engineer agent auto fixes production issues
64 - AI coding metrics | Liad Elidan (Milestone)
08 Mar 2026
Contributed by Lukas
Measure the actual impact of adopting AI across the R&D
63 - WAKE UP
23 Feb 2026
Contributed by Lukas
Singularity and AGI are around the corner.
62 - AI R&D Rollout | Iko Azoulay (Salt Security)
07 Feb 2026
Contributed by Lukas
How AI is used across the SDLC in a real R&D org - requirements, tech design, validation, testing, and code review. What worked, what didn’t, and wh...
61 - Voice Agents | Shay Davidson (Lemonade)
24 Jan 2026
Contributed by Lukas
Building and testing voice agents with realtime API or chained approach (TTS-LLM-STT)
60 - Brain Memory | Dr. Meytar Zemer
11 Jan 2026
Contributed by Lukas
The Neuroscience behind the human brain and memories
59 - SLMs | Dr Elad Granot (Trullion)
28 Dec 2025
Contributed by Lukas
the production experience and considerations for fine-tuning a small language model for narrow tasks
58 - AWS re:Invent 2026 predictions | Shuki Cohen (AI21)
07 Dec 2025
Contributed by Lukas
Recap of the major announcements and innovations from the 2025 re:Invent conference, along with our predictions for where things are heading in 2026
57 - Memory | Itamar Friedman (Qodo)
16 Nov 2025
Contributed by Lukas
Short and long term memory mechanisms for agents
56 - n8n | Shay Shitrit
25 Oct 2025
Contributed by Lukas
Getting started with no-code agentic automations, popular use cases and tips
55 - Context Engineering
11 Oct 2025
Contributed by Lukas
The state of best practices for context engineering, focused on AI-coding as a leading use case
54 - Permissions | Or Weis (Permit.io)
13 Sep 2025
Contributed by Lukas
Enabling secured flexibility to your agents and MCP servers
53 - Search & Retrieval | Guy Itach (Fiverr)
24 Aug 2025
Contributed by Lukas
techniques to combine classic search with agentic retrieval
52 - Agents at scale | Adam Cohen Hillel
03 Aug 2025
Contributed by Lukas
The story of building Suna - the open source alternative of Manus the generalist autonomous agent https://github.com/kortix-ai/suna
51 - Our AI-driven coding workflow | Oren Melamed
20 Jul 2025
Contributed by Lukas
Sharing our workflow with Cursor, Claude Code, GitHub Copilot and others. Listed the useful MCPs and tools, how to measure efficiency gains, and our v...
50 - A2A protocol
13 Jul 2025
Contributed by Lukas
Is this Agent2Agent new protocol by Google going to be the next MCP?
49 - Documents analysis
28 Jun 2025
Contributed by Lukas
How to handle long docs like PDF and Docx effectively with LLMs
48 - Vibe coding | Sahar Carmel
07 Jun 2025
Contributed by Lukas
Tips for AI-driven coding
47 - Tech stack for Agents
24 May 2025
Contributed by Lukas
Python or JS? LangChain or Vanilla? In this episode we gave guidelines on important things to notice when picking a tech stack for new project or a co...
46 - Building coding multi-agent (LangTalks '25 conf)
03 May 2025
Contributed by Lukas
Building SWE multi-agent with LangGraph: Zero to Hero | Lee & Gal (LangTalks GenAI 2025 Conference) Lecture video: https://www.youtube.com/watch?v=Kro...
45 - AI PM: Spec for copilot feature
19 Apr 2025
Contributed by Lukas
Example of product specification required from an AI PM for a new feature
44 - MCP intro
31 Mar 2025
Contributed by Lukas
all you need to know about MCP and how to get started as a developer
43 - Building with GenAI-powered tools | Idan Benaun
01 Mar 2025
Contributed by Lukas
this episode has 2 aspects - best practices to start a new product in 2025 and what tools can accelerate your process
42 - Text to SQL
26 Jan 2025
Contributed by Lukas
how to build a text to sql agent
41 - GraphRAG
28 Dec 2024
Contributed by Lukas
Deep dive on why GraphRAG approach was created and how it works
40 - Advanced RAG | Nir Diamant
24 Nov 2024
Contributed by Lukas
advanced RAG techniques like RAPTOR and using Clues
39 - Code generation agents | Ziv Bakhajian
19 Oct 2024
Contributed by Lukas
Cursor, RepoAgent, Aider, and some more coding agents - overview and interesting architectural concepts
38 - OpenAI Realtime API
02 Oct 2024
Contributed by Lukas
Technical review of the new Realtime API introduced on the dev day
37 - Upgrading LLM | Dolev Pomeranz (Gong)
16 Sep 2024
Contributed by Lukas
How to migrate the llm provider in your AI app safely
36 - MVP with open-source LLM | Yael Daihes (Anecdotes)
02 Sep 2024
Contributed by Lukas
If you need to build an llm-app that uses an open-source llm, this episode is for you. Intermediate level
35 - LLM app dev guide | Almog Baku
19 Aug 2024
Contributed by Lukas
end to end guide on how to get started and deploy to production your llm app
34 - Legal documents | Yaron Vazana (Darrow)
04 Aug 2024
Contributed by Lukas
Build LLM-app with legal documents that have many references and domain verbiage
33 - LangGraph | Eden Marco
13 Jul 2024
Contributed by Lukas
Getting started with LangGraph, the most popular multi agent framework
32 - AI PM: No-code Tools | Galit Galperin
29 Jun 2024
Contributed by Lukas
Utilize no-code tools for fast POCs
31- Multi agents | Assaf Elovic ("GPT Researcher")
15 Jun 2024
Contributed by Lukas
Review of why and how to build a multi-agent system. Assaf is Head of R&D @ Wix and GPT-researcher open source creator.
30 - Open Source Security | Avi Lumelsky (Oligo)
08 Jun 2024
Contributed by Lukas
everything about adopting open source code and models for your llm app
29 - AI PM: trust & evaluation | Shira Weinberg Harel
02 Jun 2024
Contributed by Lukas
build trust with users and stakeholders - transparency and explainability, reliability and consistency (how to fail safely), automation vs user contro...
28 - Advanced agents
25 May 2024
Contributed by Lukas
examples and practices of advanced agents, and use of LangGraph for effective tool usage by agents
27 - Latency optimization | Dor Ringel
30 Apr 2024
Contributed by Lukas
how to solve latency issues with minimal compromise on quality and cost
26 - 12 RAG Pain Points and Proposed Solutions
07 Apr 2024
Contributed by Lukas
The 12 most common challenges around building an effective RAG pipeline and the best practices for solutions
25 - Reranking
25 Mar 2024
Contributed by Lukas
exploring the reranker component in the 2 stage retrieval system
24 - MVP best practices
02 Mar 2024
Contributed by Lukas
how to define effective requirements for llm apps, and first steps after going to production
23 - LLM theory | Mike Erlihson
18 Feb 2024
Contributed by Lukas
What are transformers, why it is so expensive to train a Transformer-based model and what is the architecture of the future LLMs
22 - LangChain v0.1
27 Jan 2024
Contributed by Lukas
LCEL, LangGraph, LangSmith
21 - Knowledge Graph | Jesús Barrasa (Neo4j, ENG)
14 Jan 2024
Contributed by Lukas
Indexing knowledgebases with KG for RAG applications
20 - RAG Evaluation | Jonathan Yarkoni
25 Dec 2023
Contributed by Lukas
ragas framework for evaluating unstructured retrievals and generations
19 - RAG
11 Dec 2023
Contributed by Lukas
Retrieval Augmented Generation process, Llama index vs LangChain, indexing
18 - OpenAI Dev Day
20 Nov 2023
Contributed by Lukas
OpenAI DevDay announcements recap
17 - Evaluation | Philip Tannor (DeepChecks)
13 Nov 2023
Contributed by Lukas
Evaluating LLMs and AI pipeline in dev and production environments. How to work with datasets
16 - Multi modal
23 Oct 2023
Contributed by Lukas
multimodality is a type of model that can analyze multiple data types like language, images, voice, etc.
15 - Initiatives and volunteers matching
18 Oct 2023
Contributed by Lukas
Find the most suitable project for volunteer support "Iron swords" war efforts
14 - Prompt engineering
02 Oct 2023
Contributed by Lukas
Advanced prompt engineering techniques: skeleton of thoughts, directional stimulus prompting, graph of thoughts, augmentations
13 - Production environment | Idan Tovi (Vee)
26 Sep 2023
Contributed by Lukas
Full stack LLM app development, Typescript vs Python
12 - Fine-tuning | Mike Erlihson
18 Sep 2023
Contributed by Lukas
Finetuning techniques (SFT, RLHF...), pros & cons, tools (technical episode)
11 - Open source models | Matan Kleyman
11 Sep 2023
Contributed by Lukas
why should you care about open source models, when and how to finetune, inference best practices, deployment & serving tools, models overview
10 - Summarizing mental health sessions | Amit Spinrad (Eleos Health)
04 Sep 2023
Contributed by Lukas
Drill down on a summarization task use case
9 - Popular tools for LLM-app devs
28 Aug 2023
Contributed by Lukas
Save time building applications with LLMs by utilizing tools like LangChain, Llama index, Guidance, GPTCache and many more
8 - Vector Databases | Uri Goren (Argmax)
21 Aug 2023
Contributed by Lukas
Why you might need a VectorDB, which features to consider when choosing a provider, and use cases examples
7 - Agents in LangChain | Eden Marco
14 Aug 2023
Contributed by Lukas
From an agent POC with LangChain to production challenges
6 - Security and Privacy | Itamar Golan (Prompt Security)
07 Aug 2023
Contributed by Lukas
Security, privacy, compliance & safety of LLM-based applications
5 - How to use Embeddings
01 Aug 2023
Contributed by Lukas
Explore the theory of embeddings and their practical applications
4 - Intro to LangChain
25 Jul 2023
Contributed by Lukas
Overviewing the main concepts of LangChain framework and how to get started
3 - Intro to Agents
20 Jul 2023
Contributed by Lukas
Theory and benchmarks for zero shot, few shot, chain of thoughts, and tree of thoughts
2 - How LLMs are developed
19 Jul 2023
Contributed by Lukas
The evolution of Language Models and OpenAI's training techniques.
1 - Intro to LangTalks
18 Jul 2023
Contributed by Lukas
Introduction about Lee & Gal and what LangTalks is about