Most AI systems break in production.
Not in demos.
The difference isn’t the model.
It’s the engineering layers around it.
#AIModels#HivemindTechnologies
If you can’t trace it, you can’t run it.
You need:
– Execution tracing
– Token usage tracking
– Latency monitoring
– Audit logs
AI systems need the same visibility as any critical service.
#AIModels#HivemindTechnologies
Cloud-native speeds you up – but it also expands your attack surface.
In this talk, we break down container vulns, API abuse, supply chain attacks (SolarWinds, Log4j), IAM risks and missing observability in modern stacks.
▶️ https://t.co/Y6IMpYa3eJ
#CloudSecurity#CloudNative
GenAI meets real-time streaming – beyond the slideware.
@ESchmiegelow shows how to embed LLMs into Kafka-based pipelines for real-time validation, enrichment and scoring – without breaking production.
▶️ https://t.co/QktPD2N5Af
#GenAI#Kafka#StreamingData#RealTimeData#LLMops
Tech deep dive from Cádiz.
What we saw, learned & shared at Lambda World 2025 — from liquid types and vector search in Rust to secure LLM prompting in Scala.
Read Ignacio’s recap → https://t.co/V8MOU0vFw2
#LambdaWorld#FunctionalProgramming#Scala#Rust#LLM#HivemindTech
Real-time data in action. IRL.
On Nov 25, Ververica is hosting a Flink Meetup in Berlin:
GNSS-to-insight pipelines w/ T-Systems
Real-time ML at scale w/ JustEat
🍕 + networking, drinks
🗓️ https://t.co/JNvJcwseLY
#ApacheFlink#StreamingData#MLOps#BerlinTech#DataEngineering
Two New Voices Join Lambda World!
We’re thrilled to welcome:
@IBartelborth who will join: “Prompting Safely: Building Secure LLM Prompts with a Scala DSL.”
@raulraja leading an open discussion: “Does Functional Programming Still Matter in the Era of AI?”
Join the conversation and dive deeper here:
https://t.co/LPPuxuhtKH
https://t.co/EixA0VhlK8
#Scala #FunctionalProgramming #AI #LLM #SecurePrompts
⏰ Last call!
When the turbines turn, your data should already be moving.
Join us today at 4 PM CET for a live webinar with Ververica + Hivemind.
Learn how Apache Flink® powers real-time decisions in wind energy.
📍 Free signup https://t.co/maN1qPKQYP
#StreamingData#RealTimeAI
Your turbines shouldn’t wait for yesterday’s report.
📈 Learn how real-time data pipelines power predictive & automated wind energy systems.
🎯 Live webinar w/ @VervericaData & Hivemind:
Sept 29, 16:00 CET
🔗 Sign up → https://t.co/maN1qPKQYP
Happening tonight in Berlin:
A no-fluff GenAI meetup for the infra crowd.
Register:
https://t.co/adWK7vA7DG
@ESchmiegelow: Streaming + Agentic AI
Behnaz Derakhshani: AWS + Collibra
@YingjunWu: S3-native, sub-100 ms
🍕 Pizza. Rooftop. Real tech.
#LLMInfra#StreamingData
Legacy data architecture ≠ real-time outcomes.
We helped Clients cut data latency from hours to seconds — with a streaming-first Medallion model powered by @RisingWaveDB.
🧵⬇️1/2
#HivemindTechnologies