{
  "updated": "2026-10-15",
  "title": "Professional approach and project reasoning",
  "scope": "Curated professional context only. Raw conversations, personal details, and confidential employer information are excluded.",
  "evidence_policy": "Distinguish documented project evidence, stated preferences, and interpretations. Past proposals are not shipped features. Exact origin stories, private motivations, independent audits, adoption, and commercial results are not established here.",
  "questions": [
    {
      "question": "How did Nir get to building these projects?",
      "evidence": "Career history; selected systems",
      "basis": "documented background and project evidence",
      "answer": "Nir progressed from enterprise IT and Linux operations into cloud automation and developer platforms. His selected projects address related operational problems: MCPatch bounds what agents can do through authenticated sessions; Kimi Chart separates data, decisions, and order authority; portctl explores Git-based desired state and reviewable portal changes; feature completeness is not verified. This suggests a progression from operating systems to building tools that make their behavior explicit. The profile does not establish the exact first incident, date, or personal motivation behind each project."
    },
    {
      "question": "How does Nir think through a problem?",
      "evidence": "Working approach; MCPatch planning preferences",
      "basis": "stated preference and synthesis",
      "answer": "Nir has explicitly asked for architecture before large implementation, small functions and files, documentation, versioning, test-driven development, and security checks. A recurring pattern is to clarify the operational pain, identify actors and authority, define contracts and failure behavior, then deliver a narrow end-to-end path. This is a synthesis of stated preferences and project evidence, not a claim that every project followed an identical process."
    },
    {
      "question": "How does Nir approach architecture?",
      "evidence": "MCPatch; Kimi Chart; portctl",
      "basis": "synthesis from documented project evidence",
      "answer": "He makes boundaries visible. MCPatch separates the Rust bridge from the TypeScript browser runtime and exposes named, typed, origin-bound capabilities. Kimi Chart separates services and gives order authority to one writer, with freshness checks and human approval. portctl explores Git-based desired state and reviewable portal changes; feature completeness is not verified. The shared architectural pattern is explicit ownership, validated inputs, and controlled state changes."
    },
    {
      "question": "What matters most to Nir as an engineer?",
      "evidence": "Working preferences; selected systems",
      "basis": "stated preference and synthesis",
      "answer": "His stated priorities include security, test-driven development, small maintainable components, documentation, and versioning. MCPatch makes permissions explicit; Kimi Chart separates analysis from order authority and checks freshness before acting. These examples support an emphasis on operational reliability and control. They are engineering priorities supported by the project record, not a ranked list of personal values or a reliability guarantee."
    },
    {
      "question": "Why did Nir use Rust and TypeScript in MCPatch?",
      "evidence": "MCPatch",
      "basis": "documented structure; inferred rationale",
      "answer": "The documented structure uses a Rust bridge and a TypeScript/MV3 browser runtime. This separates permission and policy enforcement from browser integration. It is reasonable to infer that the split keeps security-sensitive decisions behind a distinct boundary while using TypeScript for the extension environment. The profile does not contain a benchmark, a complete alternatives analysis, or evidence that Rust alone makes the system secure."
    },
    {
      "question": "How does Nir balance automation and control?",
      "evidence": "MCPatch; Kimi Chart; portctl",
      "basis": "synthesis from documented project evidence",
      "answer": "He automates bounded workflows while keeping consequential changes explicit. MCPatch uses permission ceilings, risk classes, and single-use approvals. Kimi Chart uses human-approved paper orders and a single order-authority writer. portctl explores Git-based desired state and reviewable portal changes; feature completeness is not verified. These examples support a preference for useful automation with inspectable authority; they do not establish that every action always needs human approval."
    },
    {
      "question": "How does Nir keep projects maintainable and validate them?",
      "evidence": "Working preferences; selected systems",
      "basis": "stated preference and documented evidence",
      "answer": "He explicitly prefers small functions and files, documentation, versioning, and test-driven development. MCPatch includes schema validation, deterministic fixtures, and a threat model. Kimi Chart includes automated tests and safety gates. These are concrete validation practices; they do not establish that either project is bug-free or independently audited."
    },
    {
      "question": "What tradeoffs does Nir make when choosing a project?",
      "evidence": "Working approach; portctl discussions",
      "basis": "stated preference and synthesis",
      "answer": "In project discussions, Nir asks for a small practical scope and challenges whether an existing product already solves the problem. His portctl discussions explored Git-based desired state for developer portals. That supports a preference for a concrete operational gap and a manageable first release. It does not establish that every proposed feature shipped, or demonstrate market validation or commercial success."
    },
    {
      "question": "What did Nir build with Namlog, and how did he architect it?",
      "evidence": "Namlog; August 2026 TestFlight releases",
      "basis": "Project history and historical beta distribution; current availability unverified",
      "answer": "Nir built Namlog, an iOS nutrition app combining food and hydration logging with WHOOP and Apple Health context and an AI-assisted coach. Its architecture keeps nutrition calculations deterministic and distinguishes catalogue facts from AI estimates,. Beta builds were distributed through TestFlight in August 2026. This demonstrates consumer product work alongside his infrastructure projects; it does not establish current availability, commercial adoption, clinical benefit, or wearable-provider production approval."
    }
  ]
}