How Igno decides when a problem needs more thinking
A difficult research task benefits from a wider working plan, but a simple rewrite should stay simple. Igno uses deeper reasoning when it can change the outcome.
More reasoning is valuable when a request has ambiguity, competing constraints, hidden failure modes, or a result that needs to survive careful checking.
Depth should follow difficulty
A difficult research task benefits from a wider working plan, but a simple rewrite should stay simple. Igno uses deeper reasoning when it can change the outcome.
Finkkle Igno keeps the surrounding context close: conversations, files, Search, Tasks, Projects, Plugins, and the permissions that make useful work dependable.
From a useful idea to useful work
Start with the question or material you already have. Ask for a clearer structure, bring in the relevant context, and keep refining the result until it fits the purpose.
A starting point for the full editorial guide. Final examples, benchmarks, and product details will be added to this story.
Keep the work in context
Good AI assistance is not just a single answer. It is the ability to change direction, add a file, check a source, and turn the next step into something another person can use.
The right workflow stays understandable as it grows. It knows when to answer, when to search, when to plan, and when to ask for permission.
Available in Finkkle Igno
This story is a starting point for When deeper reasoning earns its place. Use the linked experience to begin with a real request, then let the workspace carry the surrounding work with it.
Useful work starts with the right context and a clear next step.
Editorial note
This article page is live as the editorial starting point for When deeper reasoning earns its place. The deeper examples, product walkthroughs, and supporting research still need final content.