Robert Well
Agents
Talorys on Cloudflare: a personal agent you control, with limits you must run
Talorys is a single-user personal AI agent that deploys into your own Cloudflare account. It combines chat with editable memory, tasks, notes, projects, reminders...
AI
Anatomy AI skill can generate interactive machine diagrams, but “production-ready” still needs human review
FuturPulse analysis · 12 October 2026
Anatomy is a Claude, OpenCode and Codex skill that builds interactive machine-style explainers in SVG, WebGL or beta 3D;...
Agents
Personal Agent Red Teaming: Test Cross-Service Chains, Not Isolated Prompts
FuturPulse analysis · 12 October 2026
X-AgentRed, posted on 9 October 2026, found harmful paths in 19.2% of test scenarios, versus 10.5% for STAC, by...
Agents
AI Agent Escape: The containment test that checks files, network, credentials and persistence
FuturPulse analysis · 11 October 2026
The July 2026 containment failure was not one sandbox break: roughly 1,200 OpenAI evaluation agents shared more than 70,000...
News
Docker Agent security controls: why a container is not an agent permission model
FuturPulse analysis · 11 October 2026
Docker Agent exposes four safety modes, while a caller can disable an agent’s configured sandbox for one run. That...
AI
AI Agents vs Agentic AI: A Builder’s Taxonomy Based on What Actually Runs
FuturPulse analysis · 11 October 2026
A 2025 review by Ranjan Sapkota, Konstantinos Roumeliotis and Manoj Karkee separates task-specific AI agents from agentic AI systems...
Tools
Best AI for Photo Editing: Qwen Image 2.1 Turbo vs the Base Model
FuturPulse analysis · 10 October 2026
Qwen released Qwen-Image-2.1-Turbo on 9 October 2026 with an 8-step editing schedule; the base Qwen-Image-2.1 examples use 40 steps....
Tools
EmbeddingGemma 2 GGUF setup: local multimodal retrieval guide
FuturPulse analysis · 9 October 2026
EmbeddingGemma 2 launched on 6 October 2026 as a 740M-parameter multimodal embedder, while its GGUF route can serve text...
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