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Insights from the OpenCentric team on the topics we work in every day — container security, compliance engineering, RAG pipelines, cloud cost, and the infrastructure of trust in B2B markets.
The promise of shifting security left hasn't failed — but the implementation often has. We look at what actually works: policy-as-code, admission controllers, and embedding advisors, not tools.
Everyone claims you can get SOC 2 ready in 30 days. Here's what that actually requires, where teams get stuck, and a more realistic 6-week plan that holds up under auditor scrutiny.
Hallucination gets all the attention. But the RAG failures that actually kill products in production are subtler: stale indexes, retrieval misses, and context poisoning. We document all of them.
Cold outreach has a 2% response rate. Referrals don't scale. Search engines rank content, not capability. The underlying problem is that business identity is unstructured. Here's what we're doing about it.
Most FinOps programmes treat cost as an ops issue. The teams that actually control cloud spend treat it as a product decision. We explain the difference with real examples from Kubernetes cost allocation.