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68 models13 providersVerified 2026-08-14
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OpenAI's Jalapeño Chip: First Inference Benchmarks
OpenAI released the first measured benchmarks for Jalapeño, its custom inference chip, claiming large efficiency gains over commercial GPUs, though the silicon isn't deployed yet and the numbers are OpenAI's own.
AI Agent Delivery
NVIDIA Vera Rubin NVL72: 30x More Work Per Watt
NVIDIA's Vera Rubin NVL72 posts up to 30x more work per watt and 35x lower cost per million tokens than GB300 NVL72 on agentic workloads, which reframes the economics of running AI agent fleets.
AI Agent Delivery
Hugging Face Hub Crosses 3 Million Models
The Hugging Face Hub crossed 3 million public models in under a year of adding the last million, but downloads follow an extreme power law, so the real MLOps lesson is provenance and evaluation, not more dependencies.
AI Agent Delivery
Quantum-Safe Key Import Lands in Google Cloud KMS
Google Cloud KMS previews quantum-safe key import, wrapping customer-supplied keys in transit with NIST ML-KEM so a Store-Now-Decrypt-Later attacker cannot harvest them for a future quantum computer.
AI Agent Delivery
AWS Glue 6.0: 30% Cheaper, Iceberg v3, Spark 4.1
AWS Glue 6.0 cuts pricing 30%, adds full Apache Iceberg v3, and moves to Spark 4.1, so migrating your ETL jobs is both a cost win and a toolchain upgrade.
AI Agent Delivery
windows-11-arm Runners Move to Visual Studio 2026
GitHub is moving windows-11-arm runners to Visual Studio 2026 by default, and it may break VS2022 workflows, so test now before the September rollout.
AI Agent Delivery
Latest articles
Start with the newest
A short list of recent Van Data Team articles. Open the archive when you want to browse older topics.
- OpenAI's Jalapeño Chip: First Inference BenchmarksAugust 25, 2026 - AI Agent Delivery
- NVIDIA Vera Rubin NVL72: 30x More Work Per WattAugust 24, 2026 - AI Agent Delivery
- Hugging Face Hub Crosses 3 Million ModelsAugust 22, 2026 - AI Agent Delivery
- Quantum-Safe Key Import Lands in Google Cloud KMSAugust 21, 2026 - AI Agent Delivery
- AWS Glue 6.0: 30% Cheaper, Iceberg v3, Spark 4.1August 21, 2026 - AI Agent Delivery
- windows-11-arm Runners Move to Visual Studio 2026August 20, 2026 - AI Agent Delivery
Show the full archive
- Zero Data Retention and OpenAI's Private Safety ProcessingAugust 19, 2026 - AI Agent Delivery
- Agentic Document Extraction and Databricks Precision ModeAugust 18, 2026 - AI Agent Delivery
- Defensive AI Agents and the Defender's WindowAugust 17, 2026 - AI Agent Delivery
- Lambda Preview Runtimes: What AWS's Shift MeansAugust 15, 2026 - Cloud Native
- Agent Reproducibility: Lessons From the ICML ChallengeAugust 14, 2026 - AI Agent Delivery
- Grok 4.6 and Persistent VM AgentsAugust 13, 2026 - AI Agent Delivery
- Muse Glimmer: The Reported Local Agent Model, ReviewedAugust 12, 2026 - AI Agent Delivery
- Agentic Incident Response for GPU ClustersAugust 11, 2026 - AI Agent Delivery
- Computer-Use Agents: An Engineer's Production GuideAugust 10, 2026 - AI Agent Delivery
- WeatherNext: Evaluating AI Cyclone ForecastingAugust 9, 2026 - AI Agent Delivery
- BigQuery Data Transfer Service: Zero-Code, Agent-Callable IngestionAugust 8, 2026 - AI Agent Delivery
- Serverless Voice Agents on AWS: A Production GuideAugust 7, 2026 - AI Agent Delivery
- Qwen vs DeepSeek vs Kimi for Agents and CodingAugust 6, 2026 - AI Agent Delivery
- Qwen 3.8-Max: How to Evaluate a Giant MoEAugust 5, 2026 - AI Agent Delivery
- AI Agent Runtime: Cloudflare Computer Combines Isolates and ContainersAugust 4, 2026 - AI Agent Delivery
- Agentic AI security after Project Perception: governance before actionAugust 3, 2026 - AI Agent Delivery
- EU AI Act Compliance in Production: Auditable PipelinesAugust 3, 2026 - AI Agent Delivery
- AI Agent Evaluation Security After Anthropic's IncidentAugust 3, 2026 - AI Agent Delivery
- Kimi K3 vs Opus 5 vs GPT-5.6 Sol: which model should you use?July 31, 2026 - AI Agent Delivery
- ChatGPT for Academic Researchers: GPT-5.6 Sol ProJuly 30, 2026 - AI Agent Delivery
- Google Gemini Spark: The always-on agent runtimeJuly 29, 2026 - AI Agent Delivery
- Gemini 3.6 Flash vs Claude Opus 5: Route by TierJuly 26, 2026 - AI Agent Delivery
- Claude Opus 5: What Anthropic's New Flagship Means for AI AgentsJuly 26, 2026 - AI Agent Delivery
- Inside A2A's Multi-Cloud FinOps Data Pipeline on AWSJuly 25, 2026 - AI Agent Delivery
- Microsoft Databricks Partnership Expands for Governed AIJuly 24, 2026 - AI Agent Delivery
- Microsoft Copilot Cowork Adoption: Operations GuideJuly 23, 2026 - AI Agent Delivery
- GPT-5.6 on Amazon Bedrock: What Agent Teams Should Do NextJuly 21, 2026 - AI Agent Delivery
- Amazon Bedrock AgentCore Observability: Per-Agent Logs and TracesJuly 20, 2026 - AI Agent Delivery
- Multi-Tenant Isolation: What Azure Cobalt 200 ChangesJuly 19, 2026 - AI Agent Delivery
- Conversational AI platform evaluation beyond GartnerJuly 18, 2026 - AI Agent Delivery
- AI coding assistant migration after Gemini Code AssistJuly 17, 2026 - AI Agent Delivery
- MLOps on AWS: Systems That Outlast Leadership ChangesJuly 16, 2026 - AI Agent Delivery
- Anthropic Claude in Microsoft 365 GCC: Governance GuideJuly 15, 2026 - AI Agent Delivery
- AI Agent Evaluation: From Offline Tests to Runtime GradersJuly 14, 2026 - AI Agent Delivery
- AI Governance Lessons from NVIDIA's Board AppointmentJuly 13, 2026 - Delivery Playbooks
- Microsoft Data Days 2026: A Practical Guide for Data TeamsJuly 12, 2026 - Data Pipelines
- GPT-5.6 on Azure Databricks: Production Guide for AI TeamsJuly 11, 2026 - AI Agent Delivery
- GPT-5.6 In Microsoft 365 Copilot: What Production Teams Should KnowJuly 10, 2026 - AI Agent Delivery
- VS Code Multi-Agent Orchestration: What GitHub and VS Code Sources DescribeJuly 9, 2026 - AI Agent Delivery
- DataRobot Unifies AI Governance Beyond the Cloud: Practical Guide for Production TeamsJuly 8, 2026 - Cloud Cost & Platform Ops
- DeepMind's Running Guide agent and the A24 partnership: what real-time spatial and creative AI agents mean for engineersJuly 7, 2026 - AI Agent Delivery
- The Hidden Energy Cost Of AI Agents: What KAIST's 136.5x Finding Means For MLOps And Data PipelinesJuly 6, 2026 - AI Agent Delivery
- Djinn Stealer and ChocoPoC: the new attacks on AI coding assistants and the Zero Trust DevSecOps responseJuly 5, 2026 - Delivery Playbooks
- Grok 4.5 and the SpaceX Cursor Acquisition: What It Means for AI-assisted Software EngineeringJuly 4, 2026 - Delivery Playbooks
- Claude Fable 5 vs GPT 5.6: Benchmarks, Cost, Access, and Best Use CasesJuly 3, 2026 - AI Agent Delivery
- AI Agent Development Cost in 2026: What You Actually Pay and WhyJuly 2, 2026 - AI Agent Delivery
- Claude Fable 5 Is Back After 3 Weeks Ban: A Production Team GuideJuly 2, 2026 - AI Agent Delivery
- Claude Sonnet 5: a practical guide for production teamsJuly 1, 2026 - AI Agent Delivery
- Governing Agentic AI at Scale: Securing AI-Generated Code in the CI/CD PipelineJune 30, 2026 - AI Agent Delivery
- MIT Gleanmer Edge AI Chip: Practical Guide to 3D MappingJune 24, 2026 - Delivery Playbooks
- Unverified GPT-5.6 soft launch reports and what they mean for AI-assisted software engineering: what is confirmed?June 21, 2026 - AI Agent Delivery
- Did the US government ban Claude Fable 5?June 20, 2026 - AI Agent Delivery
- Google DeepMind Launches $10M Multi-Agent AI Safety Initiative: What Production Teams Should LearnJune 12, 2026 - AI Agent Delivery
- Claude Fable 5 vs GPT 5.5 vs Gemini 3.5 Flash ThinkingJune 11, 2026 - Delivery Playbooks
- Claude Fable 5: A Practical Guide for Production AI WorkflowsJune 11, 2026 - Delivery Playbooks
- Database Query Plan Regression Review for Production TeamsJune 6, 2026 - Data Pipelines
- Optimizing Docker Image Build Times: A Practical Guide for Production TeamsJune 3, 2026 - Delivery Playbooks
- Event-driven Architecture With Message Queues: A Practical GuideJune 3, 2026 - Delivery Playbooks
- Building AI agents with Model Context Protocol (MCP): A Practical Guide for Production TeamsMay 27, 2026 - AI Agent Delivery
- Customer onboarding journey for B2B SaaS FrameworkMay 27, 2026 - AI Agent Delivery
- AI Agent Incident Response Playbook: A Practical Guide for Production TeamsMay 24, 2026 - AI Agent Delivery
- GPT 5.5 vs Claude Opus 4.7: practical comparison for production teamsMay 18, 2026 - AI Agent Delivery
- ReAct agent: a practical guide for production teamsMay 18, 2026 - AI Agent Delivery
- GPT-5.4 vs Claude Opus 4.7: Which Model for Production AI Agents?April 16, 2026 - AI Agent Delivery
- Claude Opus 4.7: What Changed and When to Use It for Production AI AgentsApril 16, 2026 - AI Agent Delivery
- AI Agent Development Services: What Changes Between a Prototype and ProductionApril 10, 2026 - AI Agent Delivery
- Human Review Loops for Production AI AgentsApril 7, 2026 - AI Agent Delivery
- Production AI Agent Ops and Human Escalation PlaybookApril 7, 2026 - AI Agent Delivery
- Choosing Batch vs Streaming for Modern Data PipelinesApril 6, 2026 - Data Pipelines
- Data Engineering Partner vs In-House Team: How Buyers Should Think About the TradeoffApril 5, 2026 - Data Pipelines
- Resilient Web Scraping Pipelines with Monitoring and FallbacksApril 5, 2026 - Web Scraping Automation
- Tutorial: Turning an Ops Brief into an Executable Automation ScopeApril 3, 2026 - Delivery Playbooks
- Agentic BI for Operations Teams: When Dashboards Need to Trigger DecisionsApril 2, 2026 - Delivery Playbooks
- Web Scraping Automation for Protected Sites: What Actually Keeps Collection StableMarch 30, 2026 - Web Scraping Automation
- Cloud Cost Optimization for Data Platforms: The Guardrails That Actually Reduce SpendMarch 26, 2026 - Cloud Cost & Platform Ops
- Data Platform Modernization for AI Readiness: What to Fix Before You Add LLM WorkloadsMarch 22, 2026 - Cloud Cost & Platform Ops
- Why US Companies Are Moving Data Engineering to VietnamFebruary 18, 2026 - Delivery Playbooks
- Designing AI Agents with Human Review Loops That Actually WorkFebruary 12, 2026 - AI Agent Delivery
- Building Real-Time Data Pipelines with Apache KafkaFebruary 6, 2026 - Data Pipelines
- A dbt + BigQuery Playbook for Faster Warehouse DeliveryJanuary 30, 2026 - Data Pipelines
- How Data Teams Reduce AWS Costs by 60% Without Slowing DeliveryJanuary 24, 2026 - Cloud Cost & Platform Ops
- Scaling Playwright Scraping with Proxies, Retries, and Fewer Nightly FailuresJanuary 16, 2026 - Web Scraping Automation
- When to Modernize a Legacy Data Platform for AI ReadinessJanuary 8, 2026 - Cloud Cost & Platform Ops
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Turn the reading list into a scoped delivery conversation.
If one of these articles maps directly to your current workflow pressure, the next useful step is usually a review of the system, constraints, and next build decision.