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PythonTrends @PythonTrends
Joined September 2020
  • Tweets 4,109
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  • Followers 1,003
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Sovereign Synapse: The Context-Cleaner #python #pythonprogramming #pythondev #dormosheio #cryptocurrency #mcp #localfirst dormoshe.io/trending-news/so…

Sovereign Synapse: The Context-Cleaner

Posted on Jun 2 • Originally published at kenwalger.com AI is polite by design. It prefaces its answers with

dormoshe.io
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I distilled a 7B vision model into a 2B one for screenshots — and the 7B teacher scored worse #python #pythonprogramming #pythondev #dormosheio #machinelearning #deeplearning #llm dormoshe.io/trending-news/i-…

I distilled a 7B vision model into a 2B one for screenshots — and the 7B teacher scored worse

Posted on Jun 2 • Originally published at github.com Code: https://github.com/P0rt/vlm-distill-screenshots Model: https://huggingface.co/p00rt/qwen2-vl-2b-screenshots-dis...

dormoshe.io
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#Python based FastAPI for #Java based Spring Boot Developers #pythonprogramming #pythondev #dormosheio #java dormoshe.io/trending-news/py…

Python based FastAPI for Java based Spring Boot Developers

FastAPI is a modern Python framework for building REST APIs and backend services. It is designed around Python type hints, asynchronous programming, and automatic API documentation generation. For ...

dormoshe.io
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I Added a 71-Line Black Box to My #Python Agent, Then Queried the $200 Crash With DuckDB #pythonprogramming #pythondev #dormosheio #ai #debugging #tutorial dormoshe.io/trending-news/i-…

I Added a 71-Line Black Box to My Python Agent, Then Queried the $200 Crash With DuckDB

Take a user request, search a private document index, summarize the answer, and hand the result to a reviewer. Nothing heroic. The kind of Python agent you build when the demo is over and the real ...

dormoshe.io
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I Built an AI-Powered PC Monitor in Python. 28 Strangers Shaped Its Brain. PC Workman 1.7.6 #opensource #dormosheio #pythondev #programming #ai dormoshe.io/trending-news/i-…

I Built an AI-Powered PC Monitor in Python. 28 Strangers Shaped Its Brain. PC Workman 1.7.6

I built an AI-powered PC monitor in Python. 28 strangers shaped its brain. This article is about PC Workman 1.7.6. But it's also about what indie dev actually looks like, between retail shifts, lat...

dormoshe.io
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Hermes Mentor — A Local AI Agent That Gets You Out of Tutorial Hell #python #pythonprogramming #pythondev #dormosheio #hermesagentchallenge #devchallenge #agents dormoshe.io/trending-news/he…

Hermes Mentor — A Local AI Agent That Gets You Out of Tutorial Hell

This is a submission for the Hermes Agent Challenge: Build With Hermes Agent Every developer knows the feeling. You've watched 50 hours of YouTube tutorials. You

dormoshe.io
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Found a Second Layer to a #GitHub Follow Botnet #opensource #dormosheio #security #pythondev dormoshe.io/trending-news/fo…

Found a Second Layer to a GitHub Follow Botnet

This is Part 2 of an ongoing investigation. Part 1 documented the initial discovery — 8 accounts with Jaccard following-list similarity of 0.99 across ~29,800 entries each, evading cross-follow de...

dormoshe.io
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Running a Full Multi-Stage Intrusion Simulation. Every Detection Fired. #opensource #dormosheio #security #devops #pythondev dormoshe.io/trending-news/ru…

Running a Full Multi-Stage Intrusion Simulation. Every Detection Fired.

I've been building SHENRON for a while — a polymorphic adversarial simulation framework that generates inert adversarial-shaped telemetry for detector and governance testing. Last week I wired up r...

dormoshe.io
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The #OCR Rabbit Hole #python #pythonprogramming #pythondev #dormosheio #recipes #learning dormoshe.io/trending-news/th…

The OCR Rabbit Hole

Posted on May 21 • Originally published at judd.dev Long weekend. Pile of handwritten documents on the desk. They need to become structured data - searchable fields in an ...

dormoshe.io
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Found a Coordinated #GitHub Follow Botnet Hiding in My Followers? #python #pythonprogramming #pythondev #dormosheio #security #opensource dormoshe.io/trending-news/i-…

Found a Coordinated GitHub Follow Botnet Hiding in My Followers?

I've been building a personal analytics stack for my GitHub and DEV.to presence — traffic reports, bot audits, the works. While auditing my 97 GitHub followers today, I noticed something in the heu...

dormoshe.io
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How I built my own MyAnimeList alternative in #Python (FastAPI SQLite) #pythonprogramming #pythondev #dormosheio #fastapi #anime #opensource dormoshe.io/trending-news/ho…

How I built my own MyAnimeList alternative in Python (FastAPI SQLite)

After months of side-project work, I just released v1.0.0 of Anime Tracker — a self-hosted desktop app to manage your anime list. Here's the story of how I built it and the technical decisions behi...

dormoshe.io
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The Sovereign Redactor — A Precision-Guided #Privacy Airlock #python #pythonprogramming #pythondev #dormosheio #ai #security dormoshe.io/trending-news/th…

The Sovereign Redactor — A Precision-Guided Privacy Airlock

Posted on May 14 • Originally published at kenwalger.com In the last post, we gave our forensic system

dormoshe.io
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devmcp-context: A Simple #AI Memory Layer for Your Agent #python #pythonprogramming #pythondev #dormosheio #mcp #opensource dormoshe.io/trending-news/de…

devmcp-context: A Simple AI Memory Layer for Your Agent

AI assistants are useful, but they often forget important details between sessions. That makes it hard to keep track of decisions, project notes, bugs, and tasks. devmcp-context solves that by givi...

dormoshe.io
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How I Taught My Offline #AI to Remember, Watch, and Warn, Without Any Cloud (Part 2) #python #pythonprogramming #pythondev #dormosheio #opensource #tutorial dormoshe.io/trending-news/ho…

How I Taught My Offline AI to Remember, Watch, and Warn, Without Any Cloud (Part 2)

Part 1 covered how hck_GPT routes messages through 9 layers and decides between rules and a local LLM. If you missed it: Part 1 - Intent Scoring, Hybrid Routing, Temperature per Intent. Part 1's AI...

dormoshe.io
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OpenSEO Has 1.7k GitHub Stars. I Built the Same Thing for $0. #python #pythonprogramming #pythondev #dormosheio #seo #opensource #ai dormoshe.io/trending-news/op…

OpenSEO Has 1.7k GitHub Stars. I Built the Same Thing for $0.

The pitch is clean: open source, self-hostable, pay-as-you-go. No Semrush subscription. No bloat. Fork it and add your own features. For developers tired of paying $200/month for tools that do 10x ...

dormoshe.io
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Hacking perfectly square #AI videos with Veo 3.1 and NanoBanana 2 #webdev #web #dormosheio #pythondev #videogen dormoshe.io/trending-news/ha…

Hacking perfectly square AI videos with Veo 3.1 and NanoBanana 2

If you’ve been playing around with AI video generation lately, you already know the struggle: the tech is insanely cool, but sometimes getting it to output exactly the format you want feels like tr...

dormoshe.io
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Installing #Python and pip on #Ubuntu 26.04 #pythonprogramming #pythondev #dormosheio #ubuntu #tutorial dormoshe.io/trending-news/in…

Installing Python and pip on Ubuntu 26.04

Posted on May 8 • Originally published at docs.vultr.com Ubuntu 26.04 ships Python 3.14 in its default APT repository, making it available without any external sources or ...

dormoshe.io
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From Rank 6,000,000 to 26,000: 1.5 Years, 1040 #LeetCode Problems, and a Surprise Package That Changed Everything #javascript #webdev #frontend #dormosheio #programming #pythondev #frontenddev dormoshe.io/trending-news/fr…

From Rank 6,000,000 to 26,000: 1.5 Years, 1040 LeetCode Problems, and a Surprise Package That...

I didn’t realize I was starting a 1.5-year journey when I opened my first LeetCode problem. There was no plan, no roadmap, and definitely no idea that I would still be doing it a year and a half la...

dormoshe.io
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Why comparing average scores is the wrong way to evaluate #LLM prompts (and what to do instead) #machinelearning #ml #artificialintelligence #ai #dormosheio #pythondev #opensource dormoshe.io/trending-news/wh…

Why comparing average scores is the wrong way to evaluate LLM prompts (and what to do instead)

I used to do this too. Then I ran the numbers properly and realized I'd been making deployment decisions on statistical noise. Here's what I learned about evaluating LLM prompts correctly, and the ...

dormoshe.io
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I Analyzed 500 Data Science Job Posts in 2026 — Here’s Exactly What They Want #python #pythonprogramming #pythondev #dormosheio dormoshe.io/trending-news/i-…

I Analyzed 500 Data Science Job Posts in 2026 — Here’s Exactly What They Want

I spent the last two weeks doing something most people talk about but never actually do. I manually went through 500 data science job postings — scraped from LinkedIn, Indeed, and Glassdoor — and e...

dormoshe.io
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