AI Agents
Agentic systems, orchestration, MCP and autonomous tooling.
MRAgent Cuts Agent Memory Costs by 27x — Here's Why That Matters for Production AI
National University of Singapore researchers introduce MRAgent, a memory retrieval framework that slashes per-query token consumption for LLM agent recall from 3.26M (LangMem) to just 118K tokens, enabling more efficient and scalable agentic memory systems.
Z.ai Ships Free ZCode Coding Agent to Rival Cursor and Claude Code
Beijing-based Z.ai has launched ZCode, a free agentic development environment built around its GLM-5.2 model, directly challenging Cursor, Claude Code and GitHub Copilot in the AI coding tool market with aggressive pricing and an open-source model trained entirely on Chinese silicon.
DSpark's 85% Speed Claim Hides the Real Bottleneck: Acceptance Quality
DSpark is an open-source orchestration framework developed by DeepSeek to accelerate LLM inference. While raw decoding speedups of up to 85% have been demonstrated, final real-world acceptance quality remains a critical factor in overall system performance.
The Shift to AI Production: Guillermo Rauch on Price, Performance, and Decoupling Models from Agents
Vercel CEO Guillermo Rauch discusses the transition from AI prototyping to production optimization, emphasizing price/performance trade-offs and the need to decouple models from agents.
Claude Sonnet 5: A Leap Forward in Agentic AI with Lower Costs and Stronger Safeguards
Claude Sonnet 5 slashes the cost of automation loops, offering SecOps real-time safeguards and auto-checking capabilities, but with clear red-team limits.
The Agentic Shift: Architecting Memory for Persistent AI Systems
As AI workloads shift from transient exchanges to persistent agentic systems, GPU memory bottlenecks become the primary architectural challenge requiring new context tiers.
AWS Lifts AgentCore Quotas Fivefold — What It Means for Production AI Agents
AWS has raised default runtime quotas for Amazon Bedrock AgentCore by up to five times, removing a major bottleneck that was forcing enterprises into quota-increase cycles when moving AI agents from pilot to production.
Breaking the Wrapper: How Xiaomi’s HarnessX Rewrites Agent Scaffolding at Runtime
Xiaomi’s HarnessX framework dynamically modifies AI agent wrapper code mid-task, delivering a 14.5% average performance increase and 44% jumps for smaller models.
Databricks’ AI Agents Are Quietly Rewriting How Teams Use Data
Databricks is launching AI agents that let professionals interact with business data like a colleague—not a tool—shifting the platform from analytics to intelligent orchestration.
The New AI Lexicon: What ‘Hallucination,’ ‘RAG,’ and ‘Agentic’ Actually Mean (No Marketing Fluff)
A grounded, human-written glossary of the most common AI terms you’ll hear — from hallucinations to MCP — explained without hype, with real context and zero fluff.
MoEngage Acquires Aampe to Power Autonomous Marketing Agents
Indian customer engagement firm MoEngage has acquired AI startup Aampe, aiming to leverage autonomous AI agents for personalized marketing at scale.
YC Spring 2026 Demo Day: Defense Tech, AI Agents, and Infrastructure Dominate Record Valuations
YC Spring 2026 Demo Day spotlight: Defense tech, AI agents, robotics, and infrastructure startups commanded record valuations, with 9 Mothers, Arga Labs, and Silmaril leading the cohort.