How API Data Bloat is Ruining Your AI Agents (And How I Cut Token Usage by 98% in Python)
If you are building autonomous AI agents right now using OpenAI, Anthropic, or local models, you have probably run into the exact same wall I did. You…
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NebulaPicker: A Self-Hosted App to Easily Generate Filtered RSS Feeds
RSS is still one of the best ways to follow websites without relying on algorithms or centralized platforms. But if you follow many feeds, the signal-…
How I Turned a Bespoke Code Reviewer Into a Skill Any Project Can Use
The review layer in Code Genie works. The problem is it's hardwired — the criteria, the persona, the output format are all written specifically for th…
I Built a PDF Toolkit With 50+ Tools Using Open-Source Software - Here's How
About two years ago I posted PDFEquips on Hacker News and it hit the front page. The comments were fascinating - most of the discussion wasn't about t…
Python Baseball Sim Update: Adding Pitcher Logic and JSON Data Support
https://gist.github.com/833dc3940ebaa3a7350de4ce60d17cb0.git team file: https://gist.github.com/0a03688247365ffa388011cd8008d74a.git Hi everyone, I'm …
Python Baseball Sim Update: Adding Pitcher Logic and JSON Data Support
https://gist.github.com/833dc3940ebaa3a7350de4ce60d17cb0.git team file: https://gist.github.com/0a03688247365ffa388011cd8008d74a.git Body: Hi everyone…
How I Automated Python Documentation Using AST Parsing and Multi-Provider LLMs
We've all been there. You just spent three intense days crafting a highly optimized, beautifully architected new feature. The code is elegant. The tes…
Fake news
I've built this full-stack web app that analyses news articles for credibility using a pre-trained BERT model. You simply paste a URL, it scrapes the …
Real LLM Drift Detection Results: Exact Outputs, Real Scores, No Fabrication
I run LLM monitoring. Before launching DriftWatch publicly, I ran our own test suite against production-style prompts to validate the detection algori…