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Show HN: AJX – Find out where AI agents get stuck using your product

Hi HN. I made AJX (Agent Journey Experience). It is a CLI and skill bundle that you run to test what your product feels like to use from the point of view of an agent, and you get back a list of "asks" that would improve your product from an agentic usability perspective: so that agents spend less time, tokens and retries to accomplish tasks with it. How? It works by having an outer loop (AJX harness skill + CLI) that controls an "inner loop": the agent that actually tries ou

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points · 1 votes
2026-11-07 01:45:09.780Z
cumulative since publication

Research analysis

What changed

Source account: Hi HN. I made AJX (Agent Journey Experience). It is a CLI and skill bundle that you run to test what your product feels like to use from the point of view of an agent, and you get back a list of "asks" that would improve your product from an agentic usability perspective: so that agents spend less time, tokens and retries to accomplish tasks with it. How? It works by having an outer loop (AJX harness skill + CLI) that controls an "inner loop": the agent that actually tries ou

Version & cost evidence

Source votes: 1 votes (Nov 7, 2026 UTC; cumulative since publication) Recent records to compare: “Show HN: Cinnamon – a household AI agent with shared context and memories” (Hacker News, Nov 6, 2026); “Show HN: I asked HN about AI agentic setups, here are 750 of the comments mapped” (Hacker News, Nov 6, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.

Who is affected

Identify the existing workflow this change affects before recommending an upgrade. Launch attention does not establish improvement; an API, pricing or availability change may instead create migration work.

Missing comparison points

Missing checks: old versus new behavior, affected plans and regions, availability date, compatibility, rollback path and cost under the same workload.

Migration check

Save the release or policy notice, run the same task on the old and new option, and compare outputs and the full bill. For retirement notices, verify the deadline before scheduling migration.