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EDITORIAL DESK ARCHIVE

Agentic AI

Autonomous agent swarms, tool execution, long-horizon planning, and state management.

Research Breakdown Agentic AI

GPT-Red: OpenAI's LLM Super-Hacker That Found Attacks Humans Missed

GPT-Red (OpenAI, July 15, 2026) is an LLM super-hacker trained via self-play RL that finds prompt injection vulnerabilities humans miss. 84% attack success vs 13% human on indirect prompt injection. Discovered Fake Chain...

Deepak Bagada Deepak Bagada
19m read
Founder Story Agentic AI

YAGNI Agent Team Management: Complete 2026 Guide

YAGNI (Product Hunt #10, July 16, 2026) is a proactive agent team management platform that treats AI agents as team members with Responsibilities, a single measurable Number, and Commitments with end dates. Staged trust...

Deepak Bagada Deepak Bagada
3m read
Founder Story Agentic AI

Claude Overlay Screen-Aware Desktop Agent: Complete 2026 Guide

Claude Overlay (MIT, Product Hunt #24 July 16, 2026) is a floating, always-on-top Claude Code desktop overlay for Windows that captures all monitors on every message. Uses claude-agent-sdk to spawn full Claude Code (Opus...

Deepak Bagada Deepak Bagada
3m read
Research Breakdown Agentic AI

CEO at SaaSNext

KISS Sorcar (v2026.7.15, Apache 2.0, UC Berkeley Prof. Koushik Sen) is a free, open-source, local-first AI agent framework that ships as a VS Code extension, CLI, and browser/mobile web app. Core differentiator: genetic...

Deepak Bagada Deepak Bagada
39m read
Founder Story Agentic AI

CEO at SaaSNext

Oracle AI Agent Studio for Fusion Applications (launched July 14, 2026) is a complete development platform for building, connecting, and running AI agentic applications natively inside Oracle Fusion Cloud Applications. I...

Deepak Bagada Deepak Bagada
20m read
Research Breakdown Agentic AI

Verifiers v1: Train Smarter AI Agents With RL (Complete 2026 Guide)

Verifiers v1 is Prime Intellect's MIT-licensed open-source environment stack for agentic reinforcement learning, decomposing monolithic environments into composable tasksets (data + scoring), harnesses (Codex/Terminus 2/...

Deepak Bagada Deepak Bagada
5m read
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