Harper

Insurance

SeniorMemberofTechnicalStaff,HarnessEngineering

$187–264k San Francisco, California, United States FULL TIME
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“Senior Member of Technical Staff, Harness Engineering at Harper. Skills: Agentic systems, Execution environment, Tool layer. Build agent-loop primitives. Ship execution-environment infra”

Industry & Context.

Insurance

What They're Looking For.

Must Have

3-6 years building software, Production agentic systems experience, Experience with major agent framework, Write code with AI daily, Manage 3+ parallel sessions

Nice to Have

Sandbox/isolation open-source agent-framework foundation-model partner experience, Early-access experience

What You'll Do.

Build agent-loop primitives

Ship execution-environment infra

Wire model-provider routing

Ship harness SDK improvements

Write code with harness daily

How You'll Work.

Communication Scope

Written communication; API contracts; Integration guides; Internal docs

Full Job Description

SENIOR MEMBER OF TECHNICAL STAFF, HARNESS ENGINEERING Harper is an AI-native commercial insurance company in San Francisco. We're not bolting AI onto insurance — we're rebuilding the entire business as software, on a simple bet: turning expert human judgment into compute is one of the largest transitions left to make, and a trillion-dollar industry still run 90% by hand is the place to prove it. We've grown ~100x in the last year and we move at that speed — on-site, in person, long days, very high standards. Almost no one joins Harper for insurance; they join to build the company that replaces how it works. THE ROLE The model is only one part of a worker. The loop, the tools, the memory, the execution environment, the guardrails, the fallback path, the observability — that's what decides whether an agent can actually do useful work inside a real company. That's the harness, and at Harper every agent (product and coding) rides on a shared one. If the harness is brittle, every pod ships brittle agents; if it's good, pod engineers stop rebuilding the same scaffolding and start shipping agents in days instead of weeks. That makes the harness the company-specific leverage behind the whole bet — the model is replaceable, the substrate beneath it is the moat. You'll build inside the harness layer — the meta-harness wrapping our frontier coding agents, OpenClaw, Hermes, and our internal agents — working alongside the engineer setting harness direction, shipping the primitives every agent team depends on. WHAT YOU'LL DO - Build agent-loop primitives. Prompt construction, tool routing, retry/timeout/budget logic, multi-step orchestration. - Ship execution-environment infra. Sandbox lifecycle, isolation, blast-radius limits, filesystem and network policy for agents. - Own the tool layer for your domains. Schema, auth, rate-limit, observability per tool — tools other engineers build on. - Wire model-provider routing. Provider fallback chains, eval-driven model selection, cost/l

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