§ BEAT
Industry
Airbus Picks Scaleway for EU-Only Aircraft Design and Manufacturing
LangChain Automates Agent Evaluation from Production Traces
Glaspoort Treats Databases as Ephemeral Compute with Lakebase
Claude Tag closes 65% of Anthropic's PRs as system prompts slim 80%
ARD Standard Cuts Agent Context by 88.7%, Yet Adoption Remains Minimal
GitHub Copilot Reduces Code Review Costs 20% After Instruction Rewrite
Agentic Testing Reveals Cost Bottleneck, Not CI Solution
Datadog Cut Stream Router Runtime from 45 Minutes to One Second
GitHub Ended 45-Day Repository Ownership Crisis With Queryable Properties
Harness choice matters more than model price for coding agents
Imperial College Cuts Sensor Integration to One Month on Databricks
Barracuda Uses Databricks Genie to Cut Analyst Workload
Graph-as-Policy Framework Achieves 0.93-0.99 Success Rate on Robot Manipulation
Photoroom Trades Throughput for Encoder Flexibility in Diffusion Training
Claude Fable Caught a Silent Data-Loss Bug in sqlite-utils
Natural-Language Prompts Outperform Code in Industrial LLM Tests
ScarfBench Reveals AI Agents Fail at Hidden Deployment Stages
GitLab: 34% of Teams Can't Trace AI Code in Production Incidents
Bundesbank Hits 91% Accuracy on Automated Collateral Eligibility
AVL Cuts Test Data Analysis Time From Days to Minutes With Databricks Lakehouse
Grab Treats Autonomous Agents as Untrusted by Design
Databricks and NVIDIA Cut Drug Screening Time from 48 Hours to 30 Minutes
Why Raw LLMs Fail on Analytics: Anthropic's Answer Is Data Engineering
Cloudflare's AI Harness Surfaces 2,000 Bugs in Production Code
ServiceNow Exposes How Research Agents Leak Enterprise Secrets
AI Changes CI/CD From Speed to Risk Control
Meta's $115 Billion AI Push Dismantles Its Engineering Culture
Four Design Pillars Separate Agent Systems That Work From Ones That Fail
