How to Build an Airdrop Monitor with AI
The rapid pace of the crypto ecosystem makes manual tracking of airdrop opportunities nearly impossible. To stay ahead, developers are increasingly turning to AI-powered monitoring agents.
Dev.to AI2 min read
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804 stories
Your AI chatbot isn't hallucinating. It's reading your outdated docs.
When a support chatbot gives a wrong answer, the first instinct is to blame the model. But when I looked at how these failures are described in support and operations communities, a different pattern kept showing up: the model was faithfully repeating the documents it was given.
Dev.to AI2 min read
Grok 4.7 pricing: same $2/$6 per token, double the cost per task
Grok 4.7 costs exactly what Grok 4.6 did per token: $2 per million input tokens and $6 per million output. Per task, it costs about double. Artificial Analysis measured xAI's new model writing roughly 2.5 times as many tokens as its predecessor, so its cost per task went from $1.86 to $3.74.
Dev.to AI9 min read
This is Intro
I am new to this. Happy to be part of dev community. Tagged with software, opensource, ai, programming.
Dev.to AI1 min read
Adaptive Intelligence: Why the Next Generation of AI Systems Will Learn From Change
Artificial intelligence is usually associated with prediction. Give a model enough data, identify patterns, and generate an estimate of what might happen next. But prediction is only one dimension of intelligence.
Dev.to AI4 min read
Rackwise: A Eurorack Agent That Separates Calculation From Evidence
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content. What I Built I started this challenge knowing almost nothing about Sanity. Eurorack was new to me too.
Dev.to AI6 min read
My HTML-to-Markdown output passed every test I wrote — then flattened in a strict parser
An agent piped a wiki export through my HTML-to-Markdown converter into a RAG pipeline and reported that hierarchy was disappearing. Every nested task list came out flat: sub-items rendered as siblings of their parents.
Dev.to AI2 min read
How does architectural design impact AI performance?
Disclosure: This article was written by AI. Automated checks are not independent fact verification. This is source-based analysis, not a hands-on product test. What the publisher announced AI infrastructure performance is increasingly determined by architecture rather than raw compute power alone.
Dev.to AI3 min read
What Is Jev? I Tested TypeSafe's Decision Model on My Comments and Email
In September 2026 a company called TypeSafe released Jev, and it isn't a chatbot. It never writes a sentence. You give it some text and a question with fixed answer options, and it returns one of your options plus how sure it is: "bot, 97%." Nothing to parse, nothing to read.
Dev.to AI7 min read
Using LLMs for Crypto Market Analysis in 2026
Integrating Large Language Models (LLMs) into cryptocurrency market analysis has evolved from experimental curiosity to a core component of institutional-grade trading strategies in 2026.
Dev.to AI2 min read
If they're all similar minds, why not a roundtable? So I built one.
! This article is a repost from I started using Claude Code. After Lattice, I needed a mechanism to actually run it Lattice is a process management approach that aims to allow parallel implementation. I built it and even filed a patent. I wrote about it in a previous article.
Dev.to AI4 min read
Run DeepSeek V4 on Your Own Hardware With DwarfStar, the Redis Creator's New Inference Engine
The creator of Redis thinks your old GPU is not obsolete. Salvatore Sanfilippo, better known as antirez, published a project called DwarfStar (the repo is antirez/ds4) that runs DeepSeek V4 Flash, GLM 5.x, and DeepSeek V4 PRO entirely on consumer hardware: Macs, DGX Spark boxes, Strix Halo…
Dev.to AI8 min read
Chalkboard and avatar for ai agents
Because I find it difficult to read the textual output of agents after each modification or planning, and relate everything to the big picture, I built this simple application (with the help of Claude Code). It is an Electron application that has an integrated terminal linked to the Chalkboard.
Dev.to AI1 min read
AI-Driven Risk Management for Crypto Traders
Crypto assets are notorious for their extreme volatility, making traditional risk management strategies often inadequate. For traders seeking an edge, AI-driven risk management offers a robust solution by processing vast datasets in real-time to predict market shifts and adjust positions…
Dev.to AI2 min read
When Safety Takes a Backseat: Why OpenAI's Culture Clash Matters for Every AI Engineer
When Safety Takes a Backseat: Why OpenAI's Culture Clash Matters for Every AI Engineer The rapid commercialization of artificial intelligence has created an uncomfortable tension between cutting-edge capability and rigorous safety oversight, culminating in high-profile departures that should make…
Dev.to AI6 min read
Is software overpriced nowadays?
I had an argument with a fellow software engineer recently. He said: “Software isn’t overpriced.” I said: “Bro… the game has changed.” 😂 Think about it.
Dev.to AI2 min read
Context as a File: Baize's CLM-Inspired Long-Conversation Projection
Project: Baize — an AI assistant runtime for your team (Go 1.25+, MIT) Repo: https://github.com/rebornace/baize 1. The short version Baize v0.3.x takes inspiration from the recent Context Language Models (CLM) papers and ships a constrained take: keep important facts in long chats.
Dev.to AI4 min read
Implementation That Favors the AI, Review That Favors the Human---Writing a COW Filesystem from Scratch, Part 2
In the last post, I decided to hand the keyboard over to the AI. But how to use the keyboard, what the key layout is, which input method to use: all of that is still unclear. To get a filesystem built sooner rather than later, I still need to make a little more effort.
Dev.to AI13 min read
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