QCon London: AI for developers is in a 'dangerous state'
…Another up and coming feature is sub-agents, where a main agent spawns other agents to perform specialized tasks and report back. This reduces the load on the main agent, and can…
…Another up and coming feature is sub-agents, where a main agent spawns other agents to perform specialized tasks and report back. This reduces the load on the main agent, and can…
…for weeks or months against real codebases and production systems need memory that stays useful as it grows — not just memory that performs well on a clean benchmark dataset that may fit…
…That's more than the entire gross domestic product of some mid-sized national economies, according to statistics available from the IMF . All of that extra infrastructure needs power, and the proposal…
…To recap, Rubin packs up to 288 GB of HBM4 memory good for 22 TB/s of bandwidth and 35-50 petaFLOPS of dense NVFP4 performance depending on the use case. The…
…project has obvious vulnerability to poisoned content and prompt injection, where agents are instructed to perform malicious tasks. The paper references anti-poisoning mechanisms including anomaly detection, diversity requirements (confirmation from various…
…s latest generation products, the Vera CPU rack is intended as an execution environment for agentic systems, like Open Claw, that require high-memory bandwidth and single-threaded performance. Alongside the CPU…
…Token reduction → Loss of granular control → Reduced contrast → Lower readability → Reduced productivity. For developers who spend entire working days inside the IDE, this is not an aesthetic complaint. It directly affects cognitive…
…at. "The meter isn't wrong, but it's measuring sort of occupancy rather than productivity." It was built for a simpler era, before CPU frequency scaling and throttling became the norm…
…These models each process the queries they receive using tools that perform verifiable operations and provide deterministic results that serve to ground answers. The tool passes answers through a verification layer designed…
…For Andrew Snodgrass, research vice president of Directions on Microsoft, this is an important weakness in the proposal. "All the enterprises I know have a bunch of non-Microsoft databases products and…