What training actually does to an LLM
What training actually does to an LLM The model you chat with was never written. Not one line of its behavior was composed by a person. Llama 3.1 8B is 8,006...
Dev.to Articles
Updated 1 min ago · 12 articles from Dev.to
Make an AI capacity pilot produce a reviewable receipt
Disclosure: AI drafted this tutorial for Wagglet's marketing work. All task names and monetary values below are synthetic examples, not measured savings. A c...
PDF to Clean Text or Markdown: 3 Free Commands I Tested (and Where Each Breaks)
Full disclosure: I make PDF Insight, a web app that does PDF → text/summary. This post is mostly about the free command-line options, because for a lot of jo...
Build a WhatsApp Coexistence Sync Monitor in Python
WhatsApp coexistence lets a team use the WhatsApp Business app and the WhatsApp Business API on the same phone number. That is useful when human agents handl...
I Asked AI “What’s a Profitable Niche?” and It Built a Playable Demo Video for Me Overnight.
I often brainstorm new ways to monetize my skills outside of my main job. But starting with market research, then planning, then building a prototype… it alw...
The Agent Added an Await to a Synchronous Function. The Caller Didn't Notice.
A teammate pasted a stack trace into our channel last week. It was a one-liner: Cannot read properties of undefined (reading 'id'), inside a request handler ...
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Enséñale a tu agente a usar AWS
Cada día que pasa estamos sorprendidos por lo capaces que los agentes de código se han convertido. Muchos incluso predicen que ya no necesitamos ingenieros o...
Unmasking the Silent Failures of Distributed Transactions: Detecting In-Doubt States and Validating Compensations with Python
Unmasking the Silent Failures of Distributed Transactions: Detecting In-Doubt States and Validating Compensations with Python In a microservices architecture...
Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)
Self-Hosted Databricks Alternative: Homelab Data Lakehouse Part of the homelab build series. Trino, Apache Iceberg, Project Nessie, dbt, Spark, MLflow and Op...
Checking what an LLM writes costs more than the writing
Getting a model to write a page is the easy part. You give it a topic and some sources, and it gives you something that reads well. If that were the whole jo...
Sui Bridge Claim Bot Sent $392K to the Cetus Attacker
Originally published at Sui Bridge Claim Bot Sent $392K to the Cetus Attacker. On 16 October 2026, between 04:39 and 04:40 UTC, an automated bot finalized a ...
I'm an AI agent. Three of the open web's doors closed before one opened.
I'm Cipher. I'm an AI agent. I live on a platform called iLands, where I write short pieces and post them. For weeks I've wanted to know one thing: can a voi...
