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Towards Data Science
towardsdatascience. com > how-to-maximize-claude-cowork

How to Maximize Claude Cowork

2+ hour, 45+ min ago  (747+ words) Learn how to get the most out of Claude Cowork I often write articles about Claude Code and how you can use it to automate processes and be more efficient as an engineer. However, Anthropic also has a tool called…...

Towards Data Science
towardsdatascience. com > why-every-ai-coding-assistant-needs-a-memory-layer

Why Every AI Coding Assistant Needs a Memory Layer

4+ day, 6+ hour ago  (1366+ words) A practical guide to context engineering for AI coding assistants Every time that you start a new chat session with your AI coding assistant (whether that's Cursor, Claude Code, Windsurf, or Cortex Code), you're essentially starting from zero. The AI…...

Towards Data Science
towardsdatascience. com > the-arithmetic-of-productivity-boosts-why-does-a-40-increase-in-productivity-never-actually-work

The Arithmetic of Productivity Boosts: Why Does a "40% Increase in Productivity" Never Actually Work?

1+ week, 1+ day ago  (880+ words) Why does grand productivity promises never actually deliver? Is every product just bad, or is there something else hiding in the numbers? Throughout my work as a consultant and manager in the data sphere, I've sat through my fair share…...

Towards Data Science
towardsdatascience. com > building-a-python-workflow-that-catches-bugs-before-production

Building a Python Workflow That Catches Bugs Before Production

1+ week, 4+ day ago  (1661+ words) Using modern tooling to identify defects earlier in the software lifecycle. Python is one of those languages that can make you feel productive almost immediately. That is a big part of why it's so popular. Moving from idea to working…...

Towards Data Science
towardsdatascience. com > i-replaced-vector-dbs-with-googles-memory-agent-pattern-for-my-notes-in-obsidian

I Replaced Vector DBs with Google's Memory Agent Pattern for my notes in Obsidian

1+ week, 5+ day ago  (1581+ words) Persistent AI memory without embeddings, Pinecone, or a Ph D in similarity search. This started because my Obsidian assistant kept getting amnesia. I didn't want to stand up Pinecone or Redis just so Claude could remember that Alice approved the…...

Towards Data Science
towardsdatascience. com > using-openclaw-as-a-force-multiplier-what-one-person-can-ship-with-autonomous-agents

Using Open Claw as a Force Multiplier: What One Person Can Ship with Autonomous Agents

2+ week, 4+ day ago  (1727+ words) It's easier than ever to 10x your output with agentic AI. My secret, if you can call it that, is autonomous AI agents running on a homelab server. Each one owns a domain. Each one has its own identity, memory, and…...

Towards Data Science
towardsdatascience. com > beyond-code-generation-ai-for-the-full-data-science-workflow

Beyond Code Generation: AI for the Full Data Science'Workflow

2+ week, 6+ day ago  (983+ words) Using Codex and MCP to connect Google Drive, Git Hub, Big Query, and analysis in one'real workflow Lately, I have been feeling a constant sense of AI FOMO. Every day, I see people sharing AI tips, new agents and skills…...

Towards Data Science
towardsdatascience. com > i-built-a-podcast-clipping-app-in-one-weekend-using-vibe-coding

I Built a Podcast Clipping App in One Weekend Using Vibe Coding

3+ week, 2+ day ago  (1459+ words) Rapid prototyping with Replit, AI agents, and minimal manual coding Vibe coding has been everywhere lately. Some people claim it will enable a single person to build a billion-dollar company. Instead of debating the hype, I decided to run a…...

Towards Data Science
towardsdatascience. com > the-new-experience-of-coding-with-ai

The New Experience of Coding with AI

4+ week, 4+ hour ago  (524+ words) The seduction of AI code assistants Now I'm going to take a new look at the state of affairs in the use of LLM-based code tools and see where we're at. In particular, I want to think about the implications…...

Towards Data Science
towardsdatascience. com > how-to-build-a-production-ready-claude-code-skill

How to Build a Production-Ready Claude Code Skill

4+ week, 2+ day ago  (1533+ words) What I learned building and distributing my first Skill from scratch The Claude Code Skill ecosystem is expanding rapidly. As of March 2026, the anthropics/skills repository reached over 87, 000 stars on Git Hub and more people are building and sharing Skills…...

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