Dmitry Petrakov @dmitry_bindary

CTO at Bindary. Building AI-native insurance broking: agents that take a risk from first email to bound cover. Notes on agentic engineering & AI ops. bindary.com Oxford, UK Joined October 2026

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Dmitry Petrakov @dmitry_bindary

32 minutes ago

@hguerreroo Agreed, and in insurance it won't pass at all. Each fact in a submission needs a source someone can open. What do you log beyond tool calls to make that review quick?

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Dmitry Petrakov @dmitry_bindary

a hour ago

@sh_reya Metrics first makes sense. In insurance broking the one I'd care about is whether every fact traces to a source. Have you seen a cost model work when the test material is documents?

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Dmitry Petrakov @dmitry_bindary

4 hours ago

@hwchase17 Identity is the part I'd want most detail on. In insurance every fact an agent acts on has to trace to a source, so: do you record which identity and which source each action used?

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Dmitry Petrakov @dmitry_bindary

5 hours ago

@dexhorthy Same logic applies to agent hand-offs: fewer of them means fewer places where a fact can lose its source. Where have you actually seen subagents pay off?

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Dmitry Petrakov @dmitry_bindary

5 hours ago

@mattpocockuk Agreed it's checkable. Same idea applies to agent output: if every claim must point to a source, a reviewer can check mechanically instead of re-reading. Would your tool treat 'coverage not worse' as a hard gate?

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Dmitry Petrakov @dmitry_bindary

6 hours ago

If you run agents in production, work in insurance, or both, say hi.

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Dmitry Petrakov @dmitry_bindary

6 hours ago

What I'll write about: agentic engineering (how agents ship code we can trust), AI ops (evals, durable workflows, data residency, cost) and what changes when an insurance workflow becomes AI-native.

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Dmitry Petrakov @dmitry_bindary

6 hours ago

I'm Dmitry, CTO at Bindary. We're building AI-native insurance broking: agents that take a risk from the first client email to bound cover, with every fact traced to its source. This account is where I share how we build it.