Marceu Martins on designing 99.9% uptime systems where 1% failure isn’t an option
Marceu Martins has spent 25 years working in parts of technology where failure is not abstract. In the systems he designs, a 1% error is not a minor defect or an acceptable edge case. It represents systemic exposure. Across global supply chains, semiconductor logistics, and telecommunications infrastructure, even small inconsistencies can propagate across interconnected systems. […]<br /> This story continues at The Next Web [...]
Rating
Innovation
Pricing
Technology
Usability
We have discovered similar tools to what you are looking for. Check out our suggestions for similar AI tools.
Enterprises using multiple AI models are underestimating failure rates by 2.25x
A team routing queries across a coding specialist, a logic specialist, and a generalist model assumes each will cover the others' blind spots. A new study evaluating 67 frontier models from 21 pr [...]
TrueFoundry launches TrueFailover to automatically reroute enterprise AI traffic during model outages
When OpenAI went down in December, one of TrueFoundry’s customers faced a crisis that had nothing to do with chatbots or content generation. The company uses large language models to help refill pre [...]
Intent-based chaos testing is designed for when AI behaves confidently — and wrongly
Here is a scenario that should concern every enterprise architect shipping autonomous AI systems right now: An observability agent is running in production. Its job is to detect infrastructure anomali [...]
Context decay, orchestration drift, and the rise of silent failures in AI systems
The most expensive AI failure I have seen in enterprise deployments did not produce an error. No alert fired. No dashboard turned red. The system was fully operational, it was just consistently, confi [...]
Vibe coding can build your pipeline. It can't explain it six months later
AI coding agents are rapidly accelerating data engineering by generating transformations, pipelines, orchestration workflows, validation tests, and infrastructure configurations from prompts. However, [...]
Apple’s CarPlay Ultra finally arrives, but it’s exclusive to Aston Martins right now
The next generation of Apple’s CarPlay interface is finally here, available exclusively for Aston Martin drivers in the US and Canada initially. Over the next few weeks, existing Aston Martin vehicl [...]
AI agents aren't confidently wrong because of bad context — they're wrong because of bad data engineering
You spend weeks tuning an AI chatbot. Answers are accurate. Stakeholders sign off, and you ship it. Three months later, the system is confidently wrong about a third of what users ask. Nobody changed [...]
AI agents are quietly generating chaos engineering failures enterprises don’t track yet
There is a category of production incident that engineering teams are not tracking yet — because it doesn't fit any existing postmortem template. The agent initiated an action. The action was t [...]