AI Agents
Agentic systems, orchestration, MCP and autonomous tooling.
The Infrastructure Moat: Why Network-Level Request Routing Rules Enterprise AI Economics
Analysis of 2.4 billion enterprise API calls demonstrates how intelligent request routing, private network backbones, and dynamic multi-model failover drive enterprise AI cost efficiency and latency control.
The Hidden Cost of Shrinking Context: Why OpenAI’s Codex Update Demands Modular AI Pipelines
OpenAI's quiet reduction of the Codex CLI context window exposes the danger of hard-coding vendor model limits into enterprise developer workflows.
Beyond the Pitch: A Pragmatic CISO Framework for Testing AI SOC Agents
Enterprise security leaders face a growing gap between vendor sales demos and real production failures. Here is a pragmatic, four-pillar evaluation framework for testing agentic AI, context thresholds, and human-machine operational parity before deployment.
Building Agentic Data Platforms: Why Retrieval-Augmented Generation Demands Upstream Data Integrity
Enterprise RAG initiatives fail when data teams treat retrieval as a garbage cleanup layer. Here is how agentic data platforms enforce upstream data quality, schema integrity, and infrastructure-level security.
Beyond the Single Trace: Why Scoring AI Agent Conversations In Isolation Masks Systemic Failure
At VB Transform 2026, engineering leaders from LangChain, Conviva, and CoreWeave explained why trace-level LLM scoring conceals critical product bugs—and how contrastive cohort analysis and containerized evals fix it.
Quantum Integrity: How Hardware Engineers Verify the Unverifiable
How hardware teams, theorists, and cryptographers validate quantum computational results when classical simulation is no longer physically possible for high-qubit systems.
Cognition Buys Poke in Nine-Figure Deal to Give Coding Agents Personality
Cognition has acquired Poke's creator, The Interaction Company of California, in a low nine-figure deal. The acquisition brings conversational personality and session orchestration to Cognition's Devin coding agent.
The Agent Era Moves Past the Framework Wars: Focus on Context and Resilience
The debate over AI agent frameworks is dead. Success now demands focus on context curation, recovery, and sensible architecture.
Reclaiming GPU Cycles: Intelligent Caching for Long-Context LLMs
An in-depth analysis of GPU compute waste in long-context LLMs, exploring KV cache memory bottlenecks, prompt caching, and infrastructure offloading strategies.
The AI Cost Paradox: Why Cheap Tokens Often Cost More
A critical look at why token-based pricing for AI is fundamentally broken, highlighting the importance of task-completion efficiency and software harnesses over sticker-price token costs.
Zuckerberg’s $14B Agent Bet: Can Meta Outrun a 91% Free Cash Flow Collapse?
An analysis of Meta’s massive pivot toward personal AI agents, the staggering 91% free cash flow drop driven by infrastructure spending, and investor skepticism around its Q3 2026 earnings.
How Native's Frontline Deal Signals the Next Era of Agentic Data Platforms in Offline Trade
Native's acquisition of Frontline Research Group incorporates market share feeds across 14 African nations into its agentic data platform, closing the loop between physical trade field actions and actual market share gains.