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Ask Iche is a local Git helper built by Iseoluwa Olowogoke for a colleague who was learning backend development and often needed help with everyday repository problems. Its key design choice is to let ordinary code decide which Git steps to take, while a local language model explains those steps in plain language. The creator describes safeguards and a range of supported workflows, but also recounts a mistaken push to a real team remote—a reminder that users still need to verify the selected repository and destination.
Why Ask Iche was built
Olowogoke says the idea came from a colleague who develops in Flutter and was learning a Node.js backend. She regularly asked for help with operations such as push, pull, and fetch, including what to do when a push was rejected. One recurring question was, “Iche, git is doing something again.”
Ask Iche is the creator’s attempt to make that help available at the moment a repository problem occurs: the user selects a project folder, chooses a common workflow or describes the issue, and the app reads the repository’s state before proposing steps. The project is described in the creator’s DEV Community article, which is a first-person account rather than an independent evaluation.
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The design separates Git planning from explanation. According to Olowogoke, a rules engine uses repository facts and the user’s intent to produce a plan. Gemma 3 4B, running locally through Ollama, then explains that plan in ordinary language. In other words, the model is not supposed to choose the underlying Git operations.
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The creator says initial attempts to have models plan Git actions were inconsistent in the scenarios tested. The article reports two runs per model, and says none of the three models tested produced a correct plan on both runs. That small, author-reported experiment is the reason given for assigning planning to code and explanation to the model; it does not establish that language models generally cannot plan Git workflows.
What workflows the creator says it supports
Olowogoke lists support for the following tasks. These are features reported by the creator; the software was not independently inspected or tested for this article.
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- Checking repository status and saving work.
- Uploading and getting changes, including common push, pull, and fetch situations.
- Resolving conflicts.
- Creating and applying named stashes.
- Undoing commits while creating a backup branch.
- Cleaning up branches, performing branch operations, and cherry-picking.
- Explaining repository history in plain language and offering a small learning quiz.
How execution and safety checks are described
The article says Ask Iche reads repository state in read-only mode while preparing a plan. Before execution, a guard checks commands; the user runs steps one at a time, and the app checks repository state again after each step. The creator says selected risky operations require typed confirmation, and that built-in explanations are still available when Gemma is not running.
Olowogoke also describes command allowlists and hard stops for some operations. The app’s local web server is said to bind to 127.0.0.1, with host checks and a startup token. These are implementation details reported by the author, not findings from a security audit.
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The remote still matters
The creator recounts accidentally pushing a copied folder that still pointed to a real team remote. The incident illustrates an important limit of previews and confirmation gates: they cannot substitute for checking which repository is open and where its remote points before running a push. A proposed workflow can be reasonable for one folder and still be dangerous if the selected folder or remote is not the one you intended.
What the reported model timings mean
Olowogoke describes trying three local models on the same Git-planning scenario, with two runs per model. The response-time ranges below are from those initial tests on the author’s setup, not independent benchmarks or performance guarantees for other computers.
| Model | Reported response time | Context |
|---|---|---|
| Gemma 3 4B | 53–66 seconds | Initial model-planning tests; two runs per model, as reported by Iseoluwa Olowogoke in 2026. |
| Qwen 2.5 Coder 3B | 44–50 seconds | Initial model-planning tests; two runs per model, as reported by Iseoluwa Olowogoke in 2026. |
| Qwen 2.5 Coder 7B | 92–109 seconds | Initial model-planning tests; two runs per model, as reported by Iseoluwa Olowogoke in 2026. |
After code fixed the plan, the creator says Gemma 3 4B gave the best explanation behavior in two runs. On the author’s CPU laptop, the reported cold-start time was 30.7 seconds to first words and 60.9 seconds total. Typical plans took 8–17 seconds to begin producing words and 21–40 seconds total; a conflict explanation took about 16 seconds to first words and 22–27 seconds total. These figures describe the author’s particular tests, not expected timings across devices.
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Privacy and network use
The creator says the colleague’s repository remains on her laptop and that network access is needed for GitHub push and pull. Those statements describe the intended design as presented by the author; they are not a comprehensive, independent assessment of every data flow. Anyone deciding whether to use the app should review its implementation and confirm what information is sent where.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.How the creator says it was tested
Olowogoke says plans were tried on throwaway repositories for rejected pushes, merge conflicts, a new branch without an upstream, detached HEAD, unsaved work during pull, missing Git identity, and a force-push request. The article also recounts a conflict in the project’s own README and the mistaken push from a folder with a real team remote. These are the author’s testing descriptions and anecdotes, not independently verified results.
Learning Git alongside a helper
A helper can make a confusing operation easier to approach, but understanding what a command will change remains useful—especially before a push, reset, or other consequential action. The official Git project’s learning page points readers to Pro Git, beginner videos, and print copies. The full Pro Git text is available to read online at no charge, so buying the print book is optional.
The official Pro Git book page identifies the displayed edition as the second edition (2014). Check the edition details before purchasing a print copy, since the online text and the edition shown on the book page may not match newer Git developments.
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