The context window is the scarce resource. The challenge isn’t stuffing more information into every prompt. It’s deciding ...
Agent observability, aka AgentOps, has emerged as a vital ecosystem of tools for keeping an eye on what AI agents and LLMs are doing within you enterprise, how they’re performing, and whether they ...
Microsoft is pushing its newly generally available Fireworks AI integration at the startup segment, publishing a deployment ...
A Netflix senior engineer built Headroom, an open-source context compression layer that cuts AI token usage by 60–95% with ...
Explore the latest news and expert commentary on Application Security, brought to you by the editors of Dark Reading ...
OpenAI on Monday unveiled a new cybersecurity-focused model called GPT‑5.6‑Cyber that it said is focused on vulnerability research, penetration testing, and incident response. "Built on GPT‑5.6 Sol, ...
Powerful standalone AI Agent for local LLM workflows, with context and code retrieval, specialized wrappers and harness, GUI/CLI, works with (MCP) Tools-capable LLMs. No cloud, No subscriptions nee ...
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