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Product Management

Strella Alternatives: Choosing an AI Research Workflow

Strella Alternatives: Choosing an AI Research Workflow

Looking at Strella alternatives? Compare AI research tools on six decisions: question quality, probing, consent, sampling bias, sourced analysis and reuse. Includes a one-week pilot method that works with any tool.

Outset Alternatives: AI Interviews Connected to Customer Evidence

Outset Alternatives: AI Interviews Connected to Customer Evidence

A practical method for evaluating AI-moderated interview platforms like Outset: seven criteria, a sourced comparison, a hypothetical two-week pilot and honest limitations.

Best Synthetic Persona Tools: Customer Evidence Before AI Opinions

Best Synthetic Persona Tools: Customer Evidence Before AI Opinions

Synthetic personas produce hypotheses, not customers. Compare evidence-grounded personas, role prompting and real interviews, and learn a method for checking source data, consent, citations, validation and coverage.

Best AI-Moderated Interview Tools: A Practical Buyer’s Guide

Best AI-Moderated Interview Tools: A Practical Buyer’s Guide

How to choose an AI-moderated interview tool in 2026: probing, recruitment, consent, transcript evidence, export, and a two-week pilot method.

Audio vs Video AI-Moderated Interviews: Which Should You Run? (2026)

Audio vs Video AI-Moderated Interviews: Which Should You Run? (2026)

Choose audio or video AI-moderated interviews with a 7-step method, a worked pricing-page example, and clear rules on when a human moderator wins.

How to Hand Off Bugs to Coding Agents: 2026 Method + Example

How to Hand Off Bugs to Coding Agents: 2026 Method + Example

A 6-step repro-first method for handing bugs to Claude Code, Codex or Cursor: brief template, failing-test prompt, review checklist and worked example.

How to Reproduce Bugs With AI: Clean Repros & Replays (2026)

How to Reproduce Bugs With AI: Clean Repros & Replays (2026)

Stop the 'cannot reproduce' loop. A 6-step clean-start method with repro rates, replays, and customer evidence, plus when AI QA agents help.