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ACE prevents context collapse with ‘evolving playbooks’ for self-improving AI agents
A new framework from Stanford University and SambaNova addresses a critical challenge in building robust AI agents: context engineering. Called Agentic Context Engineering (ACE), the framework automat [...]
GAM takes aim at “context rot”: A dual-agent memory architecture that outperforms long-context LLMs
For all their superhuman power, today’s AI models suffer from a surprisingly human flaw: They forget. Give an AI assistant a sprawling conversation, a multi-step reasoning task or a project spanning [...]
Salesforce’s Agentforce Vibes 2.0 targets a hidden failure: context overload in AI agents
When startup fundraising platform VentureCrowd began deploying AI coding agents, they saw the same gains as other enterprises: they cut the front-end development cycle by 90% in some projects.However, [...]
Vercel breach exposes the OAuth gap most security teams cannot detect, scope or contain
One employee at Vercel adopted an AI tool. One employee at that AI vendor got hit with an infostealer. That combination created a walk-in path to Vercel’s production environments through an OAuth gr [...]
DJI Osmo Action 6 review: An action camera that excels in low light
DJI may be the big dog in drones, but it plays third fiddle to GoPro and Insta360 in the action cam market. To better stand out, the company has launched the Osmo Action 6 with a pair of innovative fe [...]
Agentic design patterns: The missing link between AI demos and enterprise value
The enterprise AI market is currently nursing a massive hangover. For the past two years, decision-makers have been inundated with demos of autonomous agents booking flights, writing code, and analyzi [...]
How context engineering can save your company from AI vibe code overload: lessons from Qodo and Monday.com
As cloud project tracking software monday.com’s engineering organization scaled past 500 developers, the team began to feel the strain of its own success. Product lines were multiplying, microservic [...]