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sebg
Fri Sep 7, 2007 1:02pm PST
Karma:
22228
about
Howdy. I'm Sebastian.

Data Science Weekly Newsletter (~65k subscribers): https://datascienceweekly.substack.com/ https://twitter.com/datascinews

My email is sgutierr@alum.mit.edu. Open invitation: if you're reading this, I'm happy to receive email about any deep learning / data science / software / startup / etc topic from you at any time.

.

submitted
Thurs Feb 20, 2025 10:02pm PST
TinyCompiler: A compiler in a week-end
@sebg
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309
Thurs Feb 20, 2025 9:56pm PST
If spreadsheets are eternal, are BI tools transitory?
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1
Thurs Feb 20, 2025 9:41pm PST
Label Data by Hand
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1
Thurs Feb 20, 2025 9:23pm PST
Emerging Patterns in Building GenAI Products
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2
Wed Feb 19, 2025 8:10pm PST
Convert Smartphone to Dumb Phone
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1
Tues Feb 18, 2025 6:44pm PST
I think copywriting is trying to kill me
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1
Tues Feb 18, 2025 7:30am PST
Tell me about your thought-process, not just your results
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4
Mon Feb 17, 2025 9:14pm PST
Find Your 2%Ers (2023)
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40
144
Sat Feb 15, 2025 12:45pm PST
Becoming competitive when joining a new company
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5
Fri Feb 14, 2025 12:24am PST
How to disaggregate a log replication protocol
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1
Thurs Feb 13, 2025 11:12pm PST
Defining Unique Identifiers
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1
Thurs Feb 13, 2025 11:04pm PST
Why Vim Is More Than Just an Editor – Vim Language, Motions, and Modes Explained
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4
Thurs Feb 13, 2025 4:32pm PST
AI or Die
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3
Thurs Feb 13, 2025 10:18am PST
The Art of Problem-Solving in Software Engineering:How to Make MySQL Better
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1
Wed Feb 12, 2025 10:36pm PST
Building a SNAP LLM eval: part 1
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1
Wed Feb 12, 2025 1:45pm PST
There's no going back from the "Copilot Life"
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1
2
Tues Feb 11, 2025 10:41am PST
Friction Logs
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4
Tues Feb 11, 2025 10:23am PST
BAML is like building blocks for AI engineers
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1
Mon Feb 10, 2025 10:13pm PST
The Duolingo Handbook
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1
3
Mon Feb 10, 2025 10:24am PST
Call me maybe: AI agents should be addressable
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2
Fri Feb 7, 2025 11:55pm PST
The Startup Drake Equation
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3
Fri Feb 7, 2025 10:13am PST
Learn to Cloud (L2C): a course to becoming a junior cloud engineer
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3
Fri Feb 7, 2025 9:57am PST
Memory profilers, call graphs, exception reports, and telemetry
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3
3
65
Fri Feb 7, 2025 2:13am PST
Six Effective Ways to Reduce Compute Costs
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1
Fri Feb 7, 2025 2:07am PST
Designing Monochrome Data Visualisations
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2
Fri Feb 7, 2025 2:02am PST
Matching, missing data, a quasi-experiment, and causal inference–Oh my
@sebg
1
Thurs Feb 6, 2025 9:41pm PST
Demystifying Long Chain-of-Thought Reasoning in LLMs
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2
Thurs Feb 6, 2025 9:34pm PST
Understanding Reasoning LLMs
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473
Thurs Feb 6, 2025 1:14pm PST
Leaving Delaware: why companies are considering moving from Delaware
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3
Wed Feb 5, 2025 10:55pm PST
LLMs as Vector Program Databases: A New Mental Model
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1
1
2
Wed Feb 5, 2025 10:41pm PST
The Loop of Progress
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2
Wed Feb 5, 2025 10:10pm PST
I think about LLM prompt engineering
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1
Tues Feb 4, 2025 10:48pm PST
Cloudflare Workers: A Natural Platform for AI Agent Infrastructure
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3
Tues Feb 4, 2025 9:27am PST
The Final Frontier with Steve Jurvetson (2022)
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4
4
17
Mon Feb 3, 2025 10:38pm PST
Task Tracking: The Missing Infrastructure for AI Agent Systems
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1
Mon Feb 3, 2025 10:19am PST
Let's talk about a task tracking system for AI agents
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2
Mon Feb 3, 2025 9:54am PST
Full Stack AI Agents – Solving the Decision Problem
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1
Sun Feb 2, 2025 5:56pm PST
Qodo Merge 1.0: The Evolution of AI Code Review
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1
2
Sun Feb 2, 2025 9:11am PST
Multi-Agent Design: Applying Human Organization Principles to AI Systems
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1
Fri Jan 31, 2025 5:03pm PST
How do I build something people want?
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2
Fri Jan 31, 2025 4:56pm PST
The most unambitious way to build a startup
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4
Fri Jan 31, 2025 4:54pm PST
BAML: Bringing Software Engineering Rigor to LLM Development
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1
Fri Jan 31, 2025 4:02pm PST
BAML – a domain-specific language to generate structured outputs from LLMs
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3
Fri Jan 31, 2025 10:12am PST
What are the dark corners of Vim your mom never told you about?
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2
1
7
Thurs Jan 30, 2025 10:51pm PST
A Personal History of the Tidyverse
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3
Thurs Jan 30, 2025 10:07pm PST
The Cost of AI-Assisted Development: Skill Erosion
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1
1
2
Thurs Jan 30, 2025 12:12pm PST
Why I'm excited about BAML and the future of agentic workflows
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1
Thurs Jan 30, 2025 12:07pm PST
Designing an Effective Multi-Agent System: A Hierarchical Two-Pizza Approach
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2
Thurs Jan 30, 2025 11:21am PST
AI Safety as a YC Startup
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1
Thurs Jan 30, 2025 8:40am PST
Gptel: Mindblowing integration between Emacs and ChatGPT
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3
Wed Jan 29, 2025 7:17pm PST
AI Founder's Bitter Lesson. Chapter 4 – You're a Wizard Harry
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4
Wed Jan 29, 2025 4:32pm PST
Ax: The Next Evolution in AI Agent Software Design
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1
Wed Jan 29, 2025 11:23am PST
Optimization Algorithms for Your Career
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1
Wed Jan 29, 2025 10:55am PST
Things to consider when modifying your data systems
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1
Wed Jan 29, 2025 10:52am PST
The next generation of weak learners
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3
Wed Jan 29, 2025 10:34am PST
Matrix Calculus (For Machine Learning and Beyond)
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1
Tues Jan 28, 2025 4:09pm PST
MCP: A Universal Protocol for AI Tool Integration
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1
Tues Jan 28, 2025 9:42am PST
ScopeDB: Manage Data in Petabytes for an Observability Platform
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2
Tues Jan 28, 2025 9:41am PST
JSON Crack – The open-source JSON Editor
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4
Mon Jan 27, 2025 11:46pm PST
ReAG: Moving Beyond Traditional RAG Through Direct Reasoning
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3
Mon Jan 27, 2025 8:39am PST
Intelligence Arbitrage
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1
Mon Jan 27, 2025 12:12am PST
The Future of Systems Engineering
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3
Mon Jan 27, 2025 12:08am PST
Custom AI Developer Tools: The Return of Malleable Software
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1
Sun Jan 26, 2025 9:43pm PST
AI-generated tools can make programming more fun
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3
Sun Jan 26, 2025 12:28am PST
Local LLMs as Search Judges: Cost-Effective Relevance Evaluation
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1
Sun Jan 26, 2025 12:24am PST
Turning my laptop into a Search Relevance Judge with local LLMs
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1
Sat Jan 25, 2025 12:50am PST
Building ReAct: A Simple Python Implementation
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1
Fri Jan 24, 2025 11:18pm PST
Learning by Writing
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2
Fri Jan 24, 2025 10:53pm PST
Don't Call Yourself a Programmer, and Other Career Advice (2011)
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6
Fri Jan 24, 2025 12:05am PST
When Is AI Useful? A Practical Framework
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2
Thurs Jan 23, 2025 10:30pm PST
"Per-Seat" Margin Is My Opportunity
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1
Thurs Jan 23, 2025 10:23pm PST
Thoughts on Watermarking AI-Generated Content
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1
Thurs Jan 23, 2025 10:19pm PST
A Software Engineer's Journey into ML Deployment: Discovering Kubeflow
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1
Thurs Jan 23, 2025 8:36pm PST
Modern Polars – A side-by-side comparison of the Polars and Pandas libraries
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3
4
31
Thurs Jan 23, 2025 8:28pm PST
Data Have a Limited Shelf Life
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2
Thurs Jan 23, 2025 8:26pm PST
Making Sense of Commonality Analysis
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2
Thurs Jan 23, 2025 12:48pm PST
Cellm: Use LLMs in Excel Formulas
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2
Thurs Jan 23, 2025 11:33am PST
A Few Thoughts on Intensity
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2
Thurs Jan 23, 2025 11:03am PST
The surprising ease and effectiveness of AI in a loop
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2
Thurs Jan 23, 2025 12:11am PST
Fuzzy APIs: A New Pattern in AI Engineering
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2
Wed Jan 22, 2025 10:24pm PST
Fuzzy API composition: querying NBA stats with GPT-3 and Statmuse and LangChain
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1
Wed Jan 22, 2025 12:21am PST
GitHub's AI Model Evaluation: Lessons from Copilot
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1
Tues Jan 21, 2025 10:21pm PST
AI-generated tools can make programming more fun
@sebg
2
Mon Jan 20, 2025 12:43pm PST
Common Pitfalls in AI Engineering: Learning from Early Adopters
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1
Mon Jan 20, 2025 12:41pm PST
Ninety–Ninety Rule
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2
1
3
Mon Jan 20, 2025 12:04pm PST
Common pitfalls when building generative AI applications
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1
Mon Jan 20, 2025 11:48am PST
When is AI useful in the real world?
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1
2