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Podcasts & YouTube

Passive-learning channel: walks, commutes, chores. Budget: max 3 podcasts + 4 channels. Everything else is "search on demand". Episode picks are marked best entry point; only pick ones you can find by title on the channel (links go to the show/channel, not guessed episode URLs).

AI engineering podcasts

Show Focus Why Best entry point
Latent Space AI engineering, frameworks, labs The one podcast for AI engineers; guests are framework authors and lab researchers. Search the archive for episodes with the authors of the tools on your radar (LangGraph, DSPy, Pydantic AI, MCP).
Practical AI Applied ML/LLMs Approachable, production-flavoured interviews. Episodes on evals and agent deployment.
The Cognitive Revolution Frontier AI, agents, safety Long interviews with builders and researchers; good for the "where is this going" view. Agent-infra and eval-related guests.
Vanishing Gradients 💎 Hugo Bowne-Anderson interviews practitioners Practitioner-heavy: evals, agents in production, the unglamorous parts. Episodes with Hamel Husain and other eval/RAG practitioners.
No Priors AI industry, founders, researchers Strategy-level context useful for architect conversations. Skim titles; listen selectively.
Dwarkesh Podcast Deep interviews with AI researchers Long, prepared, technical — good for understanding scaling and reasoning debates. Interviews with researchers on training/RL.
TWIML AI Podcast ML research and industry Long-running; strong on ML systems and applied research. Systems/infra-focused episodes.

System design, architecture & engineering culture

Show Focus Why Best entry point
Software Engineering Radio Deep technical interviews Consistently senior-level: distributed systems, architecture, DDD. Episodes with Kleppmann-, DDD- and architecture-era guests; use search.
Software Engineering Daily Daily engineering interviews Huge back catalogue; pick by topic. Company-architecture episodes (search "architecture").
The Pragmatic Engineer Podcast Big-tech engineering, AI in dev Career + org insight from Gergely's interviews. Staff+/AI-engineering episodes.
InfoQ Podcasts Architecture and QCon talks Architects-and-trends podcast (Architects' Corner style). Architecture/AI-platform episodes.
The Changelog Open source, dev culture Good OSS pulse; skim. Episodes on Postgres, Python, and AI tooling.
CoRecursive 💎 Story-driven software history Narrative style makes hard engineering stories memorable. Any episode on a famous system/bug.
Oxide and Friends 💎 Systems engineering, hardware/software Deep systems people talking honestly about incidents and design. Episodes on incident postmortems.

Python & Java podcasts

Show Focus Why
Talk Python To Me Python ecosystem Best Python interview show; episodes on FastAPI, Pydantic, asyncio, free-threading.
Python Bytes Weekly Python news (short) 30-minute weekly catch-up.
Real Python Podcast Python tutorials and interviews Good for intermediate-level explainers.
Inside Java Podcast JDK developments from the source Interviews with JDK engineers about JEPs.

YouTube: AI & LLMs

Channel Why Best entry point
Andrej Karpathy Best LLM explainers ever made; builds from scratch. Let's build GPT, Let's build the GPT Tokenizer, Deep Dive into LLMs like ChatGPT, How I use LLMs.
3Blue1Brown Visual math intuition The neural network / transformers / attention chapters — the clearest visuals.
Welch Labs 💎 Beautiful, careful ML explainers Videos on attention and diffusion intuitions.
Umar Jamil 💎 Paper-to-code walkthroughs Attention, LoRA, RLHF/DPO, Mixture of Experts, vLLM/FlashAttention-style topics.
Yannic Kilcher Paper reviews Good for papers you find dense.
AI Engineer Conference talks from AI Engineer events The best source of practitioner talks: agents, evals, MCP, context engineering.
LangChain LangGraph and agent tutorials Official walkthroughs of LangGraph 1.x, Deep Agents, LangSmith.
Anthropic Talks from Anthropic engineers MCP, Claude Code, agent design talks straight from the source.
Sam Witteveen Applied agents and frameworks Fast framework comparisons (ADK, LangGraph, etc.).

YouTube: system design, databases & distributed systems

Channel Why Best entry point
ByteByteGo Short visual explainers Good revision of concepts; not deep.
Hello Interview Realistic mock system design interviews by ex-FAANG interviewers Their mock interviews show exactly what "senior" answers look like — study them before wk 24.
Jordan Has No Life 💎 Very deep, opinionated system design series The 2.0 system design series covers replication, consensus, stream processing at DDIA level.
CMU Database Group Andy Pavlo's database courses and seminars 15-445 lectures on storage, MVCC, recovery.
Martin Kleppmann Distributed systems talks Cambridge lecture series and talks on CRDTs/local-first.
MIT 6.824 / 6.5840 Distributed systems course Lectures on Raft, Spanner, Dynamo-style systems.
InfoQ QCon talks Architecture case studies from practitioners.
GOTO Conferences Architecture and leadership talks High-quality talks on architecture, DDD and software leadership.
Hussein Nasser Backend, databases, protocols Good for networking/protocol internals (TCP, HTTP/3, Postgres).
Strange Loop 💎 Archive of talks Classic talks on language design, distributed systems, and databases.

YouTube: Python & Java

Channel Why
mCoding Intermediate/advanced Python explained crisply (GIL, typing, performance).
ArjanCodes Design patterns and refactoring in Python.
PyCon US Conference talks, including async, typing and free-threading updates.
anthonywritescode 💎 Deep tooling/CPython internals from a pre-commit/pytest maintainer.
Java (official) JDK news, Java 25 features and JEP walkthroughs.
Spring Developer Spring Tips (Josh Long), Spring AI and Boot 4 updates.
Dan Vega Practical Spring Boot/Spring AI tutorials.

Career & leadership

Channel Why
LeadDev Talks on Staff+ and engineering leadership.
Lenny's Podcast Product/org perspectives, including AI-product interviews.