Clean writeups from the field: how we stabilize platforms, ship faster, and automate the boring parts - built for enterprise teams.
How enterprises are productizing infrastructure, closing the orchestration gap, and designing AI-native workflows with human oversight.
By Ioana Stancu - Head of Design @ Corb Capital
Why software is shifting from static APIs to agentic workflows, and how teams should design for orchestration, control, and trust.
By Ioana Stancu - Head of Design @ Corb Capital
ReadWhy AI hallucinations are especially risky in B2B software and how product teams can design systems that reduce the blast radius.
By Ioana Stancu - Head of Design @ Corb Capital
ReadWhy horizontal AI tooling is breaking down, what vertical AI looks like, and how to build systems that deliver real workflow outcomes.
By Ioana Stancu - Head of Design @ Corb Capital
ReadWhere real reliability comes from: evals, guardrails, observability, and change control for LLM systems that face customers.
By Ioana Stancu - Head of Design @ Corb Capital
ReadAI debt compounds across data, prompts, eval gaps, and toolchains. Here’s how to measure it and pay it down without pausing delivery.
By Ioana Stancu - Head of Design @ Corb Capital
ReadHow to detect, mitigate, and adapt to data, concept, model, and prompt drift with monitoring, retraining, and human-in-loop guardrails.
By Ioana Stancu - Head of Design @ Corb Capital
ReadA playbook for integrating AI agents into delivery pipelines - governance, observability, and change management from day one.
By Ioana Stancu - Head of Design @ Corb Capital
ReadHuman-led automation: AI as a collaborator with governance, HITL, and team design that keeps people in the driver’s seat.
By Ioana Stancu - Head of Design @ Corb Capital
ReadHow AI-native architectures blend streaming, vector search, governance, and agentic workflows into a unified stack.
By Ioana Stancu - Head of Design @ Corb Capital
ReadMost CI/CD pipelines are slow, flaky, and quietly ignored. Here's how to build delivery infrastructure that engineers trust enough to use every day.
By Ioana Stancu - Head of Design @ Corb Capital
ReadInternal AI tools fail because prototypes don't account for real data, real users, or real failure modes. Here's how to bridge that gap.
By Ioana Stancu - Head of Design @ Corb Capital
ReadThe debate gets framed as a technical question. It's actually an organisational one. The right architecture is the one your team can actually operate.
By Ioana Stancu - Head of Design @ Corb Capital
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