41554 blogs · [ { "id": "01a0878f-836d-72fb-ba6b-73ea4f195c12", "title": "The Big Three Trap: Why Open Weights Are Squeezing Closed AI Labs", "url": "https://johnnydevriese.github.io/#the-big-three-trap", "published_at": "2026-07-28T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea4fe0e809", "title": "RoPE Is Just a Clock with a Thousand Hands", "url": "https://johnnydevriese.github.io/#rope-clock-thousand-hands", "published_at": "2026-07-14T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea50d7f871", "title": "The Functional Analysis of DeepSeek-V4", "url": "https://johnnydevriese.github.io/#functional-analysis-deepseek-v4", "published_at": "2026-06-02T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5141928f", "title": "The Bitter Lesson Is Not a Law", "url": "https://johnnydevriese.github.io/#bitter-lesson-is-not-a-law", "published_at": "2026-04-30T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea520e629f", "title": "Building Enterprise Agents That Actually Work", "url": "https://johnnydevriese.github.io/#enterprise-agents-playbook", "published_at": "2026-04-28T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea52af69fb", "title": "Prompting vs. Tuning: The Banking77 Intent Classification Bake-off", "url": "https://johnnydevriese.github.io/#banking77-bakeoff", "published_at": "2026-04-20T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea53970a8b", "title": "The GenAI Inversion: Building the Map After You Have the Engine", "url": "https://johnnydevriese.github.io/#synthetic-data-genai-inversion", "published_at": "2026-04-15T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea54561598", "title": "Deconstructing DeepSeek's Engine: A Physicist's Guide to GRPO", "url": "https://johnnydevriese.github.io/#grpo-physicists-guide", "published_at": "2026-04-10T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea547645ab", "title": "Understanding Large Language Models: A Mental Model for Software Engineers", "url": "https://johnnydevriese.github.io/#llms-for-software-engineers", "published_at": "2026-04-05T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea556128b5", "title": "Glucose Buddy: Turning an AI Agent into a Real Product", "url": "https://johnnydevriese.github.io/#glucose-buddy", "published_at": "2026-04-03T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea562b1746", "title": "The Shannon Problem: Why We Need a Mathematics of Neural Networks", "url": "https://johnnydevriese.github.io/#the-shannon-problem", "published_at": "2026-01-26T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea56731133", "title": "The Librarian in the Machine: Retrieval, Generation, and the Search for Truth", "url": "https://johnnydevriese.github.io/#the-librarian-in-the-machine", "published_at": "2026-01-20T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5727944d", "title": "The Loop Unwound - How Deep Networks Are Just Optimized Algorithms in Disguise", "url": "https://johnnydevriese.github.io/#loop-unwound", "published_at": "2025-09-09T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea57d70e65", "title": "Virigina Tech Bicycle Helmets", "url": "https://johnnydevriese.github.io/#virigina-tech-bicycle-helmets", "published_at": "2025-03-04T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea581dec83", "title": "Building an AI Agent for Glucose Tracking", "url": "https://johnnydevriese.github.io/#glucose-agent", "published_at": "2025-03-03T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea591a281f", "title": "How To Debug A Model", "url": "https://johnnydevriese.github.io/#how-to-debug-a-model", "published_at": "2025-02-17T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea59aed9e0", "title": "Adaptive Bayesian Scanning Algorithms For Aesa Rad", "url": "https://johnnydevriese.github.io/#adaptive-bayesian-scanning-algorithms-for-aesa-rad", "published_at": "2025-02-09T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5a6471d3", "title": "Stats Test Vs Building Model", "url": "https://johnnydevriese.github.io/#stats-test-vs-building-model", "published_at": "2025-02-09T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5b1e48b9", "title": "My macOS Setup", "url": "https://johnnydevriese.github.io/#my-macos-setup", "published_at": "2024-11-01T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5b6f7a6a", "title": "Theneedledrop Ratings", "url": "https://johnnydevriese.github.io/#theneedledrop-ratings", "published_at": "2023-02-09T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5bb80bd0", "title": "Pytorch Examples", "url": "https://johnnydevriese.github.io/#pytorch-examples", "published_at": "2021-10-13T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5c90552e", "title": "Mathematics Of Deep Neural Nets", "url": "https://johnnydevriese.github.io/#mathematics-of-deep-neural-nets", "published_at": "2021-10-08T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5d5d5bd8", "title": "Detecting The Higgs Boson With Tpus", "url": "https://johnnydevriese.github.io/#detecting-the-higgs-boson-with-tpus", "published_at": "2021-09-01T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5dd5922f", "title": "Monet Cyclegan Tutorial", "url": "https://johnnydevriese.github.io/#monet-cyclegan-tutorial", "published_at": "2021-08-31T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5e6c03be", "title": "Exploring Features", "url": "https://johnnydevriese.github.io/#exploring-features", "published_at": "2021-08-11T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea5f4d56eb", "title": "Tpu Flowers", "url": "https://johnnydevriese.github.io/#tpu-flowers", "published_at": "2021-08-11T00:00:00+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea60212593", "title": "Multi Layer Architecture In Node.js", "url": "https://johnnydevriese.github.io/#multi-layer-architecture-node-js", "published_at": "2020-05-12T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea60f7baed", "title": "Using JWTs For API Access Tokens", "url": "https://johnnydevriese.github.io/#using-jwt-for-access-tokens", "published_at": "2020-04-17T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6171adfb", "title": "Fibonacci Sequence In JavaScript", "url": "https://johnnydevriese.github.io/#fibonacci-sequence-in-javascript", "published_at": "2020-04-03T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea61c1f86b", "title": "Running PostgreSQL in Docker", "url": "https://johnnydevriese.github.io/#running-postgresql-in-docker", "published_at": "2020-02-09T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea62914286", "title": "Serverless Data Lake On AWS", "url": "https://johnnydevriese.github.io/#serverless-data-lake-on-aws", "published_at": "2019-10-18T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea63536c86", "title": "Introduction to Pyspark", "url": "https://johnnydevriese.github.io/#introduction-to-pyspark", "published_at": "2019-04-21T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea64176ad3", "title": "React and Redux - A New World", "url": "https://johnnydevriese.github.io/#react-redux", "published_at": "2019-03-17T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea64f5abb3", "title": "Filtering Elements By Value", "url": "https://johnnydevriese.github.io/#filtering-elements-by-value", "published_at": "2018-03-17T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea64fe53ca", "title": "Git Merge Tricks", "url": "https://johnnydevriese.github.io/#git-merge-tricks", "published_at": "2018-03-04T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea65039a65", "title": "Manually Making Requests to S3 (don't)", "url": "https://johnnydevriese.github.io/#manual-aws-requests", "published_at": "2018-02-05T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6561623e", "title": "Finding String In JS Array", "url": "https://johnnydevriese.github.io/#find-string-in-javascript-list", "published_at": "2018-01-22T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea65fe8d65", "title": "Using Google Maps API to Return the Local Time", "url": "https://johnnydevriese.github.io/#getting-timezone-from-google", "published_at": "2018-01-16T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea661f5711", "title": "Lazy Loading Images", "url": "https://johnnydevriese.github.io/#lazy-loading-images", "published_at": "2018-01-08T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea66e8f215", "title": "Dictionary To Run Function", "url": "https://johnnydevriese.github.io/#dictionary-to-run-function", "published_at": "2018-01-06T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6723a365", "title": "Thoughts On Programming", "url": "https://johnnydevriese.github.io/#thought-on-programming", "published_at": "2017-12-17T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6777525c", "title": "Async Await an AJAX Request", "url": "https://johnnydevriese.github.io/#async-await-ajax", "published_at": "2017-12-05T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6873a099", "title": "Clever jQuery Chaining", "url": "https://johnnydevriese.github.io/#clever-jquery-chaining", "published_at": "2017-12-05T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea68ae7646", "title": "Callback Hell", "url": "https://johnnydevriese.github.io/#callback-hell", "published_at": "2017-12-03T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea68b564f2", "title": "Check For An Key In Object in JS and PHP", "url": "https://johnnydevriese.github.io/#checking-empty-object", "published_at": "2017-11-15T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea69aa3b5d", "title": "AJAX URL Path Issue", "url": "https://johnnydevriese.github.io/#ajax-url-argument", "published_at": "2017-11-14T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6aaa081f", "title": "Composer and phantomjs (for PDF and Excel reports on Analytics)", "url": "https://johnnydevriese.github.io/#composer-and-phantom", "published_at": "2017-11-10T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6ae294cf", "title": "PHP JSON parsing problem", "url": "https://johnnydevriese.github.io/#json-encode", "published_at": "2017-10-20T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6afdc1af", "title": "Arrays in PHP 7", "url": "https://johnnydevriese.github.io/#arrays-in-php-7", "published_at": "2017-10-20T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6b14e135", "title": "How to Train A Tiger", "url": "https://johnnydevriese.github.io/#how-to-train-a-tiger", "published_at": "2017-06-29T18:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6b6469b5", "title": "Building My Photography Website", "url": "https://johnnydevriese.github.io/#building-my-photography-website", "published_at": "2015-03-15T23:52:21+00:00" }, { "id": "01a0878f-836d-72fb-ba6b-73ea6be7f8fc", "title": "Solving The Schrodinger Equation Using Chebfun!", "url": "https://johnnydevriese.github.io/#solving-the-schrodinger-equation-using-chebfun", "published_at": "2014-09-01T23:52:21+00:00" } ] posts Claim your blog

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2026

The Big Three Trap: Why Open Weights Are Squeezing Closed AI Labs original ↗

28 Jul 2026

RoPE Is Just a Clock with a Thousand Hands original ↗

14 Jul 2026

The Functional Analysis of DeepSeek-V4 original ↗

2 Jun 2026

The Bitter Lesson Is Not a Law original ↗

30 Apr 2026

Building Enterprise Agents That Actually Work original ↗

28 Apr 2026

Prompting vs. Tuning: The Banking77 Intent Classification Bake-off original ↗

20 Apr 2026

The GenAI Inversion: Building the Map After You Have the Engine original ↗

15 Apr 2026

Deconstructing DeepSeek's Engine: A Physicist's Guide to GRPO original ↗

10 Apr 2026

Understanding Large Language Models: A Mental Model for Software Engineers original ↗

5 Apr 2026

Glucose Buddy: Turning an AI Agent into a Real Product original ↗

3 Apr 2026

The Shannon Problem: Why We Need a Mathematics of Neural Networks original ↗

26 Jan 2026

The Librarian in the Machine: Retrieval, Generation, and the Search for Truth original ↗

20 Jan 2026

2025

The Loop Unwound - How Deep Networks Are Just Optimized Algorithms in Disguise original ↗

9 Sept 2025

Virigina Tech Bicycle Helmets original ↗

4 Mar 2025

Building an AI Agent for Glucose Tracking original ↗

3 Mar 2025

How To Debug A Model original ↗

17 Feb 2025

Adaptive Bayesian Scanning Algorithms For Aesa Rad original ↗

9 Feb 2025

Stats Test Vs Building Model original ↗

9 Feb 2025

2024

My macOS Setup original ↗

1 Nov 2024

2023

Theneedledrop Ratings original ↗

9 Feb 2023

2021

Pytorch Examples original ↗

13 Oct 2021

Mathematics Of Deep Neural Nets original ↗

8 Oct 2021

Detecting The Higgs Boson With Tpus original ↗

1 Sept 2021

Monet Cyclegan Tutorial original ↗

31 Aug 2021

Exploring Features original ↗

11 Aug 2021

Tpu Flowers original ↗

11 Aug 2021

2020

Multi Layer Architecture In Node.js original ↗

12 May 2020

Using JWTs For API Access Tokens original ↗

17 Apr 2020

Fibonacci Sequence In JavaScript original ↗

3 Apr 2020

Running PostgreSQL in Docker original ↗

9 Feb 2020

2019

Serverless Data Lake On AWS original ↗

18 Oct 2019

Introduction to Pyspark original ↗

21 Apr 2019

React and Redux - A New World original ↗

17 Mar 2019

2018

Filtering Elements By Value original ↗

17 Mar 2018

Git Merge Tricks original ↗

4 Mar 2018

Manually Making Requests to S3 (don't)original ↗

5 Feb 2018

Finding String In JS Array original ↗

22 Jan 2018

Using Google Maps API to Return the Local Time original ↗

16 Jan 2018

Lazy Loading Images original ↗

8 Jan 2018

Dictionary To Run Function original ↗

6 Jan 2018

2017

Thoughts On Programming original ↗

17 Dec 2017

Async Await an AJAX Request original ↗

5 Dec 2017

Clever jQuery Chaining original ↗

5 Dec 2017

Callback Hell original ↗

3 Dec 2017

Check For An Key In Object in JS and PHP original ↗

15 Nov 2017

AJAX URL Path Issue original ↗

14 Nov 2017

Composer and phantomjs (for PDF and Excel reports on Analytics)original ↗

10 Nov 2017

PHP JSON parsing problem original ↗

20 Oct 2017

Arrays in PHP 7 original ↗

20 Oct 2017

How to Train A Tiger original ↗

29 Jun 2017

2015

Building My Photography Website original ↗

15 Mar 2015

2014

Solving The Schrodinger Equation Using Chebfun!original ↗

1 Sept 2014