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19:54
2026-06-18
dev.to
artificial-intelligence

Your agent's memory should compute confidence, not store it

A developer proposes a new approach to agent memory where confidence scores are recomputed from a graph structure rather than stored statically. The system uses an asymmetric formula that penalizes co…

19:36
2026-06-18
dev.to
developer-tools

PWA with React + Leaflet: lessons from a 31-city map app

A developer built a progressive web app for 31 Korean cities using React and Leaflet, sharing lessons from the project. Key takeaways include using Vite SSG for Korean SEO, Leaflet over Mapbox for cos…

19:36
2026-06-18
dev.to
developer-tools

Building lavanderia-crm — 2026-06-17

A developer updated the CLAUDE.md file for the lavanderia-crm repository on June 17, 2026, to improve documentation context. The project, which integrates third-party services, Docker, and AI for pred…

19:21
2026-06-18
dev.to
developer-tools

Building an agentic PR reviewer with Antigravity SDK

Google is transitioning Gemini CLI into Antigravity CLI, a new agent-first platform for complex multi-agent workflows. A developer built an automated pull request reviewer using the Antigravity SDK an…

19:14
2026-06-18
dev.to
ai-safety

AI Agents Today Aren't Secure. They're Just Clumsy

Google's Threat Intelligence team found that prompt injection attacks on AI agents are increasing but largely ineffective due to agents' own incompetence. Indirect prompt injection, where malicious in…

18:54
2026-06-18
dev.to
ai-agents

Why Every Developer Will Eventually Manage AI Agents

Software development is shifting from writing explicit instructions to managing AI agents that autonomously execute tasks. Developers will increasingly act as supervisors of agentic systems, designing…

18:47
2026-06-18
dev.to
developer-tools

Why I built a code debugger that never leaves your browser

A developer built CodeClarify, a code debugger that runs entirely in the browser via WebGPU, ensuring no code leaves the user's device. The tool addresses privacy concerns associated with cloud-based …

18:43
2026-06-18
dev.to
ai-agents

Cosmic as Agent Memory: Structured, Versioned, and Queryable

A developer demonstrates using Cosmic, a structured, versioned, API-accessible object store, as the memory layer for AI agents. The approach stores agent messages, system prompts, findings, and instru…

18:37
2026-06-18
dev.to
artificial-intelligence

The stock-analysis API you don't have to build

Marco Arras built Agent Toolbelt — AI Stock Research API, which provides synthesized stock analysis via a single endpoint. The API pulls live fundamentals from Polygon, Finnhub, and Financial Modeling…

18:35
2026-06-18
dev.to
artificial-intelligence

After 12 Years of Programming, I Realized I Don’t Love Coding

A software engineer with 12 years of experience realized they don't love coding but love building things, and AI has enabled them to build more projects in a month than in a year. The engineer sees AI…

18:21
2026-06-18
dev.to
developer-tools

Swift VSX Support, Biome Type Inference, Agent Guardrails

The official Swift extension is now published to the Open VSX Registry, enabling auto-installation on Cursor, VSCodium, AWS Kiro, and other LSP-compatible editors without the proprietary VS Code Marke…

18:21
2026-06-18
dev.to
artificial-intelligence

AI Can Write the Code. Who Gives It the Context?

A developer argues that successful AI adoption in software engineering depends on context engineering rather than code generation speed. Without sufficient engineering context, AI tools produce plausi…

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