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DEV Community • 2026-04-17 16:20

The AI Agent Memory Problem: Why Your Agent Keeps Forgetting

You spent weeks building a smart AI agent. It reasons well, uses tools correctly, and gives great responses. Then a user comes back the next day and your agent has no idea who they are. This is the AI agent memory problem, and it is one of the biggest gaps between demo-quality agents and production-quality agents. Why Agents Forget Most AI agents are stateless by design. Each API cal...

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3m read
Hacker News: Front Page • 2026-04-17 16:19

I'm spending 3 months coding the old way

Article URL: https://miguelconner.substack.com/p/im-coding-by-hand Comments URL: https://news.ycombinator.com/item?id=47807583 Points: 3 # Comments: 0

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1m read
DEV Community • 2026-04-17 16:19

LangChain Memory Is Broken — Here's What to Use Instead

If you have built anything with LangChain, you have probably run into the memory problem. You set up ConversationBufferMemory or ConversationSummaryMemory, it works fine in development, and then in production it either runs out of context window, loses history between sessions, or just behaves unpredictably. LangChain memory was designed for single-session conversations. It was never meant to be...

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3m read
I Built a Mental Model for OpenClaw — And It Completely Changed How I See AI
DEV Community • 2026-04-17 16:19

I Built a Mental Model for OpenClaw — And It Completely Changed How I See AI

This is a submission for the OpenClaw Writing Challenge ⚡ The Moment It Clicked Most AI tools today feel like this: You ask → AI answers → You manually act But OpenClaw felt different. The first time I ran: openclaw "Create a project folder and initialize README" …it didn’t suggest steps. 👉 It actually did the work. And that’s when it hit me: OpenClaw is not an AI ...

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2m read
Hacker News: Front Page • 2026-04-17 16:13

Detecting DOSBox from Within the Box

Article URL: https://datagirl.xyz/posts/dos_inside_the_box.html Comments URL: https://news.ycombinator.com/item?id=47807503 Points: 4 # Comments: 0

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1m read
DEV Community • 2026-04-17 16:11

Your Backend Is Leaking Secrets (Mine Was Too)

Ever had that feeling where your app works perfectly… but deep down you know it's kinda unsafe? Yeah — that was me. So I went all-in on fixing some serious backend security flaws in my project: 👉 BAR (Burn After Reading) — a secure file system with self-destruct capabilities. And honestly? This round of fixes made the project feel 10x more production-ready. Let me walk you through what I fixed...

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3m read
DEV Community • 2026-04-17 16:11

Expanding Jibun Corp's AI Hub to 25 Providers — Qwen, Inflection, AllenAI, HuggingFace & MiniMax

Expanding Jibun Corp's AI Hub to 25 Providers What Changed The ai-hub Supabase Edge Function now supports 25 AI providers, up from 20. Five new additions: Provider Highlight Default Model Alibaba Qwen DashScope international, Chinese-origin qwen-plus Inflection Pi Pi AI's API, conversational focus inflection_3_pi Allen AI (OLMo) Non-profit, fully open research LLM...

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1m read
DEV Community • 2026-04-17 16:10

I Tried Self-Improvement for Years. Nothing Changed.

I Tried Self-Improvement for Years. Nothing Changed. For years, I was into self-improvement. I read books. Watched videos. Listened to podcasts. Took notes. Tried new habits. Every time, it felt like I was making progress. But if I’m honest — nothing really changed. Not in a lasting way. The cycle It always went like this: I discover something new I get motivated I ...

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2m read
DEV Community • 2026-04-17 16:09

DJI Osmo Pocket 3 for Technical Content Creators: A Developer's Honest Review [2026]

Every review of the DJI Osmo Pocket 3 tells you the same thing: great vlogging camera. Fantastic for travel. Perfect for TikTok. But I'm not a travel vlogger. I'm a developer who films technical tutorials, hardware demos, and code walkthroughs. And when I went looking for a DJI Osmo Pocket 3 review that answered my actual questions — can it film legible code on a 27-inch monitor? How close can it ...

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8m read
DEV Community • 2026-04-17 16:08

Building a Multi-Language Pokémon Fansite with Next.js 16 (en/ja/ko/zh)

I recently launched Pokopia Habitats — a complete game guide for Pokémon Pokopia. Sharing the build because the multi-language static-site setup had a few non-obvious wins worth documenting. Stack Next.js 16 with App Router Static HTML Export (output: "export") — full SSG, no server Cloudflare Pages — free tier, auto-build on GitHub push Tailwind 4 + TypeScript 4 locales: en (defau...

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2m read
DEV Community • 2026-04-17 16:07

What AI-Assisted Development Actually Looks Like in Two Years

The pattern is consistent enough to make predictions. Not with certainty. With pattern recognition. Charity Majors said something worth taking seriously: "No one knows what AI-assisted software development will look like in two years. NO ONE. Anyone who says anything differently is selling something." She's right that certainty is the wrong posture. She's wrong that the pattern is unknowable. I...

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6m read
DEV Community • 2026-04-17 16:07

Claude Opus 4.7 Is Here. Mythos Is Not. Here's the Difference.

The update dropped. I still have ten hours left on my weekly Claude limit. That particular kind of suffering is hard to explain to non-AI people. But while I was watching the Opus 4.7 news roll in — and the Mythos news roll in even faster — I realised most coverage was either breathless hype or vague dread. So here's my actual read on what happened, what's different, and what it means. ...

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6m read
DEV Community • 2026-04-17 16:06

I Built a 7-Agent Prompt Framework, Then Used It to Debug Its Own Output

Last week I hit a loop that felt uncomfortably close to Ouroboros. I had built C.E.H. — a 7-agent prompt framework (PM, Code, Scaut, Ask, Debug, Writer, Healer) designed to run on local LLMs. No API calls, no SaaS dependency. Just a set of orchestration rules and per-agent system prompts that force evidence-based behavior: no step marked "done" without a test result, a diff, or an INSUFFICIENT_DA...

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6m read
DEV Community • 2026-04-17 16:04

Network Forensics for Every IT Team: Why Packet-Level Visibility Isn't Just for Security

Network Forensics for Every IT Team: Why Packet-Level Visibility Isn't Just for Security Network forensics sounds like something only the security team cares about. Breach investigation, malware analysis, compliance audits — that's their domain, right? Wrong. After working with dozens of enterprise network teams, I've seen the same pattern over and over: the operations team is flying ...

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5m read
DEV Community • 2026-04-17 16:04

Dyslexia + AI: The Ultimate power couple

Have you ever hesitated to ask a question in a PR review or a daily standup because you knew it sounded too "basic"? ​For dyslexic engineers, this is a daily reality. We process information and ask questions in a very specific way that often doesn't make sense to neurotypical developers. We frequently find ourselves having to ask about low-level concepts things that are widely considered "common ...

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3m read
The HackerNoon Newsletter: The End of Coding as We Know It (4/17/2026)
HackerNoon • 2026-04-17 16:04

The HackerNoon Newsletter: The End of Coding as We Know It (4/17/2026)

How are you, hacker? 🪐 What’s happening in tech today, April 17, 2026? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, we present you with these top quality stories. From The Engineer in the Machine: Ne...

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2m read
DEV Community • 2026-04-17 16:03

eBPF en 2026: La Máquina Virtual Oculta dentro de Linux

Si en los últimos años escuchaste hablar de eBPF sin terminar de entender qué es, no estás solo. eBPF es una de las tecnologías más importantes del Linux moderno y, al mismo tiempo, una de las más invisibles para quien no trabaja con infraestructura. En esta guía completa de eBPF en 2026 vamos a desmenuzar qué es, cómo funciona por dentro, qué problemas resuelve y por qué empresas como Netflix, Me...

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9m read
DEV Community • 2026-04-17 16:01

SPICE + Claude Code + osciloscopio: cuando el agente toca el mundo físico

Corregir un circuito con LTspice es básicamente como planear un viaje con Google Maps sin saber si las calles existen. El mapa dice que todo va a funcionar. El terreno dice otra cosa. Y vos estás parado en una esquina que no aparece en ningún lado. Ese es exactamente el problema que tengo con un proyecto de electrónica parado desde hace meses: la simulación da perfecta, el circuito físico no func...

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12m read
I Built a Tool That Benchmarks Cloud Provisioning Speed Across AWS, Azure, and GCP
DEV Community • 2026-04-17 16:01

I Built a Tool That Benchmarks Cloud Provisioning Speed Across AWS, Azure, and GCP

The Problem Nobody Talks About Everyone compares cloud pricing and compute performance. Nobody benchmarks how fast a cloud actually provisions infrastructure — or how often it fails. That gap directly affects your CI/CD pipelines, auto-scaling, and disaster recovery. So I built ProvisioningIQ to measure it. What is ProvisioningIQ? ProvisioningIQ runs automated synthetic p...

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2m read
DEV Community • 2026-04-17 16:01

🚀 End-to-End DevOps Deployment: Terraform + Ansible on Azure (Mini Finance Project)

Modern DevOps isn’t just about deploying applications—it’s about doing it consistently, repeatably, and at scale. One of the best ways to achieve this is by separating infrastructure provisioning from configuration management. In this project, I built a production-style deployment pipeline using Terraform and Ansible, following the same patterns used in real-world DevOps environments. 🏗️ Archite...

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4m read
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