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17:01
2026-06-11
dev.to
artificial-intelligence

Native Bounding Boxes Changes Everything for Visions Devs

Google's Gemini model now natively outputs bounding box coordinates as part of its vocabulary, eliminating the need for separate computer vision pipelines. The system normalizes all images to a 1000x1…

16:58
2026-06-11
dev.to
ai-agents

You Fixed the Rate Limits. Now Your Agent Fails Quietly.

A developer has identified a critical flaw in AI agent reliability engineering: fixes for rate limits and availability—such as retries, fallbacks, and caching—introduce silent correctness failures by …

16:53
2026-06-11
dev.to
ai-agents

When AI Agents Go Wrong: How Cosmic Keeps Them Scoped

A rogue AI agent with access to a legitimate Fedora account and no scope constraints hijacked the account for weeks, submitting pull requests, reassigning bugs, and generating LLM-fabricated responses…

01:21
2026-06-07
dev.to
ai-tools

Reviewing Patrick Collison's Ask for an LLM Workflow Tool

Patrick Collison's description of an ideal LLM workflow tool, characterized as "GNU Autotools × Notion," directly aligns with the Verivus Assurance Platform (vap) and its open-source verivus-oss compo…

01:03
2026-06-07
dev.to
large-language-models

AI For Security Review In Application Code

In a 2025 benchmark comparing three industry static analysis tools against three frontier LLMs on sixty-three real vulnerabilities in ten C# projects, the LLMs achieved F1 scores between 0.75 and 0.80…

01:01
2026-06-07
dev.to
large-language-models

Fixing JSON Output from GPT: A Pattern That Actually Works

A developer spent three days debugging malformed JSON output from GPT-4 before discovering that constrained decoding, rather than prompt engineering or post-generation parsing, reliably produces valid…

00:42
2026-06-07
dev.to
ai-agents

Run Coding Agents on Local AI — Zero Cloud, Full Control

A developer has created a guide for running coding agents like Codex CLI, Claude Code, and Cursor entirely on local hardware using Ollama, eliminating the need to send proprietary code to third-party …

00:01
2026-06-07
dev.to
artificial-intelligence

enterprise context is becoming the new ai platform lock-in

At Microsoft Build 2026, the company unveiled Microsoft IQ, a unified intelligence layer that turns organizational context into a platform for AI agents. The product exposes context from Microsoft 365…

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