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Running LLMs Locally: A Rigorous Benchmark of Phi-3, Mistral, and Llama 3.2 on Ollama

Abstract This report presents a comprehensive evaluation of three small language models (SLMs) – Llama 3.2 (3B), Phi-3 mini, and Mistral 7B – running …

Why AI agents forget everything (and how we fixed it)

If you've built an AI agent or assistant, you've hit this wall: the moment the session ends, it forgets everything. The user comes back the next day. …

Give Your AI Agents a Wallet: MoltsPay + CrewAI in 10 Lines

Your CrewAI agents can research, write, and code. But can they pay for services? Today I'll show you how to give your agents the ability to purchase A…

MiroFish: The Open-Source AI Engine That Builds Digital Worlds to Predict the Future

MiroFish is an open-source AI prediction engine that takes real-world data (news, reports, even novels), spawns thousands of AI agents with unique per…

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…

LedgerMind 3.0 3.3.2: How We Turned "It Works" into "It Works Brilliantly"

Spoiler: 497 commits, three sleepless nights with SQLite, and one very stubborn race condition that refused to die. Reading time: ~12 minutes · For: A…

Sunsetting Jazzband

Build a Multi-Modal AI Agent with GPU-Bridge (LLMs + Image + Audio)

Build a Multi-Modal AI Agent with GPU-Bridge (LLMs + Image + Audio) Multi-modal AI agents that can see, hear, speak, and reason are one of the most ex…

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-…

x402: The Payment Protocol That Lets AI Agents Buy Compute

x402: The Payment Protocol That Lets AI Agents Buy Compute The agentic AI revolution is here — but there's a problem nobody's talking about: AI agents…

The Cloud Resume Challenge: CI/CD, Python, and Surviving a Security Scare

Introduction Theoretical knowledge is foundational, but engineering competency is built through implementation. I realized that understanding the theo…

How to Add Browser Capabilities to a LangChain Agent

How to Add Browser Capabilities to a LangChain Agent LangChain agents can reason, plan, and call tools. What they can't do out of the box is see a web…

Runtime Guardrails for AI Agents - Steer, Don't Block

Most agent guardrails do one thing: block. The agent hits a rule, the workflow stops, and the user has to intervene. Agent Control adds a second optio…

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…

Selenium Proxy for Browser Automation

Proxies are dedicated servers that can be used to bypass restricted content or block IP addresses between a user and a website. When using a Selenium …

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 …

Deploying a FastAPI App to Render: Taking Your API Live

From Local to Live Running an API on localhost is great for development. But a real backend needs to be accessible to the world. Today I deployed my F…

How I built a PII anonymization gateway for LLMs (and why every EMEA developer needs one)

The problem nobody talks about in EMEA AI development Every tutorial about building LLM-powered apps assumes the same thing: you can freely send your …

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…

Rust Shined Over Python for My CLI Tool

How to Test AI Agent Tool Calls with Pytest

Your AI agent calls the right tool in development. Then it picks the wrong one in production, sends a Slack message instead of querying your database,…

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 …

I Built a Small Agentic Trading App. It Cost Me a Few Hours and About $0.20 Per Run.

I’ve been writing code for many years now. Not as much these days, but I started when I was eight. With BASIC. After this many years, you develop a pa…

Side Hustle Hell — The Engineer Who Tried Everything

I Spent Two Years Trying to Make Money on the Side. Here's How Badly I Failed. It's 11pm on a Tuesday. I have Binance open in one tab, a half-finished…

Reinventing Python's AsyncIO

Happy Pi Day!

Real-Time Video Anonymization at 30 FPS on a $35 Computer

Most privacy pipelines I encountered before building PrivacyGuard shared the same assumption: you have a server. They pipe video frames to the cloud, …

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…