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  • What to do when users use your AI for sex stuff

    I built a role-play game with LLMs and expected werewolves on spaceships and in abandoned castles. Some players had a different idea. What happened I have a little Werewolf text game with LLMs. With a caveat - there is a role-play.

    Dev.to AI11 min read
  • # When does an AI agent actually earn its cost? I measured it on 100 questions

    Built for the TigerGraph Agentic GraphRAG Hackathon. Repo and dashboard linked at the end. RAG retrieves text. GraphRAG adds structure. Agentic GraphRAG lets a model plan its own investigation. Everyone assumes the third one is better — but by how much, and on which questions?

    Dev.to AI5 min read
  • OpenAI's Dots: Unsupervised AI Agents Unpacked

    The Ghost in the Machine: My Robot Vacuum's Existential Crisis (and Ours) My robot vacuum, Bartholomew, has started avoiding the rug in the living room. Not all the time, just on Tuesdays.

    Dev.to AI12 min read
  • How AI Voice Agents Actually Work

    AI phone agents went from obviously robotic to occasionally indistinguishable from a person in about two years. The reason is not one breakthrough. It is that three separate components got good at the same time, and the engineering problem of connecting them got solved well enough.

    Dev.to AI5 min read
  • Cara Menggunakan GPT-6.1 Sol API

    Untuk memanggil API GPT-6.1 Sol, kirim permintaan POST ke https://api.openai.com/v1/responses dengan "model": "gpt-6.1-sol" dan token Bearer Anda. Harga standar tetap $2 untuk input dan $10 untuk output per juta token, tetapi input yang di-cache turun dari $0,20 menjadi $0,10.

    Dev.to AI9 min read
  • Hướng dẫn sử dụng GPT-6.1 Sol API?

    Để gọi API GPT-6.1 Sol, gửi yêu cầu POST đến https://api.openai.com/v1/responses với "model": "gpt-6.1-sol" và API key dưới dạng Bearer token. Giá niêm yết giữ nguyên ở mức 2 đô la đầu vào và 10 đô la đầu ra cho mỗi triệu token như GPT-6 Sol, nhưng đầu vào đã cache giảm từ 0,20 đô la xuống 0,10 đô…

    Dev.to AI10 min read
  • Como usar GPT-6.1 Sol API?

    Para chamar a API GPT-6.1 Sol, envie uma requisição POST para https://api.openai.com/v1/responses com "model": "gpt-6.1-sol" e sua chave como token Bearer. O preço permanece em US$ 2 de entrada e US$ 10 de saída por milhão de tokens, como no GPT-6 Sol.

    Dev.to AI10 min read
  • Deal Mind : AI Sales Assistant

    I Built a Sales Assistant That Actually Remembers Customers What if your sales assistant could write the perfect email… …but had no idea who the customer was? That bothered me while building AI sales assistants. Today, an LLM can write a convincing email in seconds. It can summarize a meeting.

    Dev.to AI6 min read
  • What Happened When DealMind Could Recall Past Objections

    What Happened When DealMind Could Recall Past Objections Building persistent deal memory with Hindsight changed how I thought about context, retrieval, and the boundary between application state and agent memory. The first version of DealMind could answer questions about a deal.

    Dev.to AI10 min read
  • Only Gemini Failed My False-Premise Benchmark — 7 Models Tested

    Only Gemini Failed My False-Premise Benchmark — 7 Models Tested The itch I kept noticing a specific failure mode: when a question embeds a false assumption, most models correct the user cleanly — but some play along and confabulate detailed answers that fit the wrong premise.

    Dev.to AI4 min read
  • The Observer Effect in Chain-of-Thought Monitoring

    Every instrumentation layer is an interrogation. You add a trace, and the trace changes the testimony. When we wrap an agent's reasoning chain with logging, we are not passive observers. We are inserting variables into the system's decision surface.

    Dev.to AI3 min read
  • Deal Mind : AI Sales Assistant

    I Built a Sales Assistant That Actually Remembers Customers What if your sales assistant could write the perfect email… …but had no idea who the customer was? That bothered me while building AI sales assistants. Today, an LLM can write a convincing email in seconds. It can summarize a meeting.

    Dev.to AI6 min read
  • Building a Deal Intelligence Agent with Persistent Memory

    Sales conversations rarely happen in isolation. A customer might discuss pricing in one call, raise an objection in another, introduce a new stakeholder later, and finally ask for a specific next step several conversations after the first meeting. The problem is that these details are easy to lose.

    Dev.to AI7 min read
  • My AI Sales Rep Learned From Hang-Ups With Hindsight

    The worst call my voice agent ever made went like this: "Hi Imran, Aisha from TableTap. Our billing app starts at just nine hundred ninety nine rupees a month." Imran runs a cloud kitchen.

    Dev.to AI8 min read
  • How Hindsight helped my agents remember architectural constraints

    Building Stateful AI Workflows: Moving Past Raw Logs with Long-Term Agent Memory If you've ever watched an LLM-powered assistant forget a critical workflow decision three turns after you made it, you already know the wall that stateless agent architectures hit.

    Dev.to AI4 min read

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