MLG 034 Large Language Models 1
Explains language models (LLMs) advancements. Scaling laws - the relationships among model size, data size, and compute - and how emergent abilities such as in-context learning, multi-step reasoning, ...
7 Maj 202550min
MLA 024 Agentic Software Engineering: Specs, Verification, and the Review Loop
How working engineers ship with coding agents: issues an agent can verify, plan mode before code, a verification loop with a browser in it, agent review of agent code, worktrees and CI, cost disciplin...
13 Apr 202533min
MLA 023 Inside a Coding Agent: Context, Instructions, Hooks, Skills, MCP
A coding agent is a loop appending to a context window, and the window is what runs out. Instruction files, permissions, hooks, skills, MCP, subagents and memory explained as one mechanism, mapped acr...
13 Apr 202534min
MLA 022 Vibe Coding: Codex vs Claude Code vs Antigravity vs Grok
What a coding agent actually is, and how Claude Code, OpenAI Codex, Google Antigravity and xAI's Grok Build differ in philosophy rather than features. Plus open harnesses pi and OpenCode, the open-wei...
9 Feb 202528min
MLG 033 Transformers
Links: Notes and resources at ocdevel.com/mlg/33 3Blue1Brown videos: https://3blue1brown.com/ Try a walking desk stay healthy & sharp while you learn & code Try Descript audio/video editing with AI...
9 Feb 202543min
MLA 021 Databricks: Cloud Analytics and MLOps
Databricks is a cloud-based platform for data analytics and machine learning operations, integrating features such as a hosted Spark cluster, Python notebook execution, Delta Lake for data management,...
22 Juni 202226min
MLA 020 Kubeflow and ML Pipeline Orchestration on Kubernetes
Machine learning pipeline orchestration tools, such as SageMaker and Kubeflow, streamline the end-to-end process of data ingestion, model training, deployment, and monitoring, with Kubeflow providing ...
29 Jan 20221h 8min
MLA 019 Cloud, DevOps & Architecture
The deployment of machine learning models for real-world use involves a sequence of cloud services and architectural choices, where machine learning expertise must be complemented by DevOps and archit...
13 Jan 20221h 15min
