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Dev.to

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07:06
2026-09-30
dev.to
ai-agents

How AI Voice Agents Actually Work

A developer's technical breakdown of AI voice agents explains that the systems are built from three streaming models — speech-to-text, a language model, and text-to-speech — wrapped in telephony, and …

07:06
2026-09-30
dev.to
artificial-intelligence

RAG Architecture Diagram: the Boxes and What Each Arrow Costs

A developer outlined a five-box RAG architecture diagram — index, retriever, reranker, context builder, and loop controller — arguing that each connecting arrow carries a payload paid for twice: once …

06:26
2026-09-30
dev.to
ai-agents

We Let an AI Product Owner Triage Our Idea Backlog

A developer integrated an AI product-owner agent into FlowBoard's idea backlog via an MCP server, letting Claude or Cursor read and write the board through four review actions (accept, reject, rework,…

06:26
2026-09-30
dev.to
ai-agents

Idempotency for AI Agents: Practical Strategies for 2026

Imversion Technologies Pvt Ltd advocates designing idempotency at the workflow level rather than only the request level to prevent AI agents from turning a single intended action into duplicate charge…

06:10
2026-09-30
dev.to
developer-tools

The reasoning behind a codebase, as a web you can walk

A developer built Keep the Why, a system that renders a knowledge-graph-like view of software design rationale by reading ordinary Markdown entries already stored in Git repositories, with no graph da…

05:27
2026-09-30
dev.to
developer-tools

How an agent verifies a webpage it can never look at

A developer detailed a testing approach for coding agents working with Web Components in the @relax.js/core library, introducing mount() and flush() helpers from @relax.js/core/testing to handle lifec…

05:23
2026-09-30
dev.to
ai-agents

The Day All Our AI Agents Stopped Working 💀

A developer at Kanvas recounts how all of the company's AI agents failed simultaneously on September 24th when a usage spike triggered 429 RESOURCE_EXHAUSTED errors from their third-party AI provider,…

05:23
2026-09-30
dev.to
ai-crawlers

We checked 100 WooCommerce stores for AI-shopping readiness

A developer-run census of 100 WooCommerce stores found that only 2 of 93 stores with a robots.txt file blocked any of nine major AI crawlers, and none blocked OpenAI's shopping crawlers, while product…

05:14
2026-09-30
dev.to
artificial-intelligence

AI for Retail: Personalized Shopping Experiences

A developer-focused guide explains how AI personalization works in retail e-commerce, walking through recommendation engine approaches such as collaborative, content-based, and hybrid filtering, and s…

05:05
2026-09-30
dev.to
large-language-models

Cara Menggunakan GPT-6.1 Sol API

OpenAI released GPT-6.1 Sol at DevDay on September 29, 2026, updating its Responses API model with a lower cached-input price of $0.10 per million tokens and a revised reasoning.effort set that drops …

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