Posts
88 posts
2026
- What Does an AI Agent Need to Remember? Sep 3
- Durable, flexible multi-agent systems Aug 6
- Swapping Models in the Agent House Jul 25
- The Disagreement Was the Feature Jul 5
- A Saturday Night, Two AIs, and a Framework Nobody Planned Apr 8
- AI reliability is a decade-old problem. And we’re still only solving half of it Apr 2
- From Gatekeeping to Gateway: AI and the Open Source Learning Curve Mar 13
2025
- Opening Night: Launching a Fine‑Tuned LLM to Production Dec 30
- The North Pole Heist: A Die Hard Christmas D&D One-Shot Dec 22
- Your Fine-Tuned LLM Model Isn’t Ready Yet: Here’s How to Evaluate It Dec 17
- So You Want to Fine-Tune a Model (and You Finally Got a GPU!) Dec 11
- How to Run Big Models on Small GPUs | All about Quantization Nov 26
- 🧠 Building with LLMs: From Chat to Custom AI Nov 17
- LLM Fine-Tuning Optimization Part 2: Achieving Stability Nov 4
- When AI Models Start Talking to Each Other Oct 27
- What Is LLM Fine-Tuning? Oct 24
- LLM Fine-Tuning & Performance Tug-of-War Oct 14
2020
- Pull & Push to Someone else’s Upstream GitHub PR Nov 19
- Golang | Copy to GCS & Check Bucket Sep 14
- How to End User OAuth for GCP Jul 17
- Docker with Cloud SDK & Environment Variables Jul 8
- Setup and Invoke Cloud Functions using Python Jun 23
- BigQuery Dataset Metadata Queries Jun 8
- Setup and Switch Between Google Cloud Projects in the SDK May 27
- Comparing AI Platform Machine Types using YouTube-8M May 19
- YouTube-8M on AI Platform May 8
- YouTube-8M Training & Inference Apr 30
- YouTube-8M Dataset Mar 11
- Cloud Storage with Gsutils & Python Client Library Feb 29
- SSH Agent Forwarding & Remote Upstream with GitHub & GCE Feb 20
- Jupyter Notebook on Compute Engine with HTTPS Feb 19
- Setup Compute Engine with Python ML Libraries Feb 15
- Setup Local Terminal Access to Compute Engine Feb 10
2018
2017
2015
2014
- 2014 Summer == Full Time Data Science Work Aug 31
- MapReduce, MRJob & AWS EMR Pointers Jul 7
- Interviewing Sucks Jun 8
- Delayed Zipfian Week 12 Wrap-up Apr 27
- PyCon 2014 – How to get started with Machine Learning Apr 13
- Zipfian Hiring / Demo Day – How it Works Apr 6
- Jeeves is Talking! Mar 30
- Zipfian Project Week 1 & Closing the Loop Mar 23
- Begin with the End Mar 16
- Quick Update on Zipfian and Week 7 Mar 8
- Half-way Mark – Numb Brain Mar 1
- Deep Learning Surface Feb 22
- One third of the way.. Feb 15
- Machine Learning Starts with Linear Regression Feb 8
- Oh Math Jan 31
- Zipfian First Week Rundown Jan 26
- Try: Data Science Except: Monty’s Bayes Example Jan 20
- Wrap-up & Kick-off in One Jan 18
2013
- Silicon Chef Hackathon – Leaprobo Project (aka Gizgig goes for a walk) Oct 13
- New Job Fear – You are not Alone Sep 22
- How Flask, Heroku & Alembic Play Together Sep 15
- Deployment is not the Devil (Flask & Heroku Tips) Sep 1
- Oh The Fun You’ll Have with Technical Interviews Aug 17
- Flask Mega Tutorial, Sun Finder and SheCodes Aug 10
- Ruby on Rails & Python Trek Jul 20
- What to Do When You are Hacked Jun 20
- Sun Finder – Where is it now? Jun 9
- Week 10 – Graduation! May 14
- HB Quick Tips May 11
- Career Day – Done & Done May 11
- Week 9 – Crunch Time May 4
- Week 8 – Time Goes Fast When You’re Having Fun (Project Status) Apr 28
- Week 7 – SF Sun Finder Project Progress Apr 20
- In Need of a Neck Beard Apr 20
- Hackathon Quick Bits for Beginners Apr 17
- The Final Project Kick-off Apr 13
- Stomach ache (aka not enough time challenge) Apr 6
- Finding a Project Mar 31
- Days Blur Together Mar 25
- Hackbright Mentorship Mixer Mar 21
- Pair Programming Perspective Mar 17
- Room Full of Brilliant Women Mar 15
- Ode to .shutil.move() – ‘Oh how you frustrate me’ Mar 12
- .startswith() Mar 10