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 red-teaming whole cross-service chains in...
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...
Agents
AI Agents Course Alternatives: Learn While the Agent Builds
FuturPulse analysis · 8 October 2026
As of 8 October 2026, Udemy’s LangGraph class is the only reviewed catalogue course that publishes both a full...
Agents
AI Agent Harness: A Builder Checklist for Context Compaction and Memory Boundaries
FuturPulse analysis · 7 October 2026
On 6 October 2026, a TRACE study of 590 compaction boundaries found that history predicts compaction harm only weakly,...
Agents
Coding agents prompt injection test: a pre-launch plan for browsing tools
FuturPulse analysis · 7 October 2026
On 6 October 2026, AdvSim2Real reported a 33.6% relative gain in attack-time web-task completion; before launching a browsing coding...
Agents
Free AI Agents Worth Self-Hosting: 2026 Builder Shortlist
FuturPulse analysis · 6 October 2026
iCode, Replica Skill and Open Dot are the strongest genuinely free starting points for self-hosting on 6 October 2026;...
Agents
Open Dot autonomous agent: a safer first-run guide for personal computers
FuturPulse analysis · 5 October 2026
Open Dot is an open-source Mac desktop agent that keeps working until the user quits it, stores its data...
Agents
Argo-Bench review: the first public data-agent test that grades business actions
FuturPulse analysis · 4 October 2026
Argo-Bench, released 1 October 2026, is the strongest public test yet for enterprise data agents: its best model fully...
Agents
Always-on AI coworkers: OpenAI Dots vs CopilotKit OpenDots
FuturPulse analysis · 2 October 2026
OpenAI began rolling out Dots on 29 September 2026, while CopilotKit’s OpenDots remains a self-hosted template: both support text,...
Agents
Dots AI Browser Agent Review: What “Does Not Get Blocked” Actually Means
Two unrelated products share the name. On 29 September 2026, OpenAI launched always-on ChatGPT dots; the “does not get blocked” promise belongs to feder-cr/dots,...
Agents
AI agents talking to each other: when multi-agent teams help—and when they invent consensus
AI agents can talk to each other, but structured data is usually the better route: ggwave carries 8–16 bytes a second, while a 25...