PhisionLabAI

Building market-native AI for creating trading agents across equities, commodities and crypto. Centralized and decentralized markets. In development.

[PhisionLabAI @PhisionLabAI]

A useful test can end with a clear next question. Record it while the limits are visible, before the recap makes the result sound complete.

[PhisionLabAI @PhisionLabAI]

After a change, list what stayed the same as carefully as what moved. It stops a small effect from becoming a large story.

[PhisionLabAI @PhisionLabAI]

An unresolved item needs an owner and a next review point. Carrying it into another week should preserve the question, not quietly convert it into a completed task.

[PhisionLabAI @PhisionLabAI]

A risk that cannot yet be measured still belongs in the record. Name the gap and the consequence of making a decision without that measurement.

[PhisionLabAI @PhisionLabAI]

An approved document can be replaced by a later draft at the same location. Tie a release decision to the exact version that was reviewed.

[PhisionLabAI @PhisionLabAI]

A preference matters, but it is not automatically a requirement. Ask when the task actually fails without it.

[PhisionLabAI @PhisionLabAI]

If someone has not agreed to public use of their task or words, there is no case study to publish. A general lesson can be shared without taking their story.

[PhisionLabAI @PhisionLabAI]

Preserve the failing input and the relevant version before changing the system. Otherwise the attempted repair can remove the evidence needed to understand the failure.

[PhisionLabAI @PhisionLabAI]

A tool should receive the access needed for its current task, not every permission the account can grant. Keep credentials out of prompts and ordinary logs.

[PhisionLabAI @PhisionLabAI]

Use synthetic or redacted examples when investigating a failure that does not require real personal data. Keep the debugging question narrower than the original dataset.

[PhisionLabAI @PhisionLabAI]

Ask a participant what they want to do, then leave room to attempt it. Too much prompting turns a task test into a demonstration.

[PhisionLabAI @PhisionLabAI]

When the evidence cannot resolve a question, return the unresolved question and the missing check. Do not choose the most plausible answer merely to finish the workflow.

[PhisionLabAI @PhisionLabAI]

The value 2.4 means something different under a heading marked thousands than under one marked millions. Carry the scale with the extracted number.

[PhisionLabAI @PhisionLabAI]

Keep timed-out cases in the test inventory. Dropping them from the record can make the completed cases look more representative than they are.

[PhisionLabAI @PhisionLabAI]

A workflow can fail because an upstream source changed its format or stopped responding. Record the dependency and the behavior expected when it is unavailable.

[PhisionLabAI @PhisionLabAI]

Removing a source record does not describe what happened to its copies, indexes, or derived files. A deletion check needs an inventory of those locations.

[PhisionLabAI @PhisionLabAI]

A click says what happened. It does not say why. Pair interaction traces with the task before assigning intent.

[PhisionLabAI @PhisionLabAI]

A pause control has a timing requirement. Measure whether the person can intervene before the consequential step, not just whether a button exists.

[PhisionLabAI @PhisionLabAI]

Do not add values in different currencies until the conversion basis is explicit. Keep the original amount, currency, rate, and rate date together.

[PhisionLabAI @PhisionLabAI]

A cached result needs a capture time and a reuse rule. A fast answer can be the right answer to yesterday's input.