Sitemap
Every public Repokit page in one place.
Use this page to navigate the human-facing website, docs, and blog. Raw service hosts stay out of the sitemap unless they are part of a real user-facing path.
Product overview, verification-driven positioning, and the main conversion path.
Tutorials, proof articles, explainers, and help content for repository-aware retrieval.
Human-facing guide to the Repokit API before direct HTTP integration.
Human-facing guide to the hosted MCP surface and setup flow.
Product boundaries, beta expectations, and verification questions.
Docs
The structured activation path.
Discovery links
Machine-readable and conversion paths.
- XML sitemap
Machine-readable route index for search engines and crawlers.
- Blog RSS feed
Subscribe to new blog posts and article updates.
- Submit your repo
Primary conversion path into the Repokit control plane.
External product path
Blog archive
Browse the full article inventory by topic.
The blog stays organized around the approved acquisition topics instead of a flat archive. Use the topic sections below to jump to the most relevant tutorials, proof pieces, comparisons, and help content.
Repo navigation
7 articles
Help developers find the right starting files before implementation work begins.
- When Repository-Aware Retrieval Works (and When It Doesn't)
An honest proof-oriented look at the cases where repository-aware retrieval is most useful and the cases where the current Repokit wedge is still too narrow or immature.
May 6, 2026 · proof · Evaluators
- Why File Ranking Matters Before You Write Code
A narrow explanation of why the best first move in a repository task is often choosing the right inspection order, not starting implementation immediately.
April 30, 2026 · explainer · Evaluators
- How to Interpret Ranked File Results
Use the ranked shortlist as an inspection order, not as a blind answer, and learn what the scores and neighboring files are actually telling you.
April 28, 2026 · tutorial · Developers
- Embeddings Search vs Repository-Aware Ranking
A practical comparison between semantic code search and a task-shaped ranking layer anchored to one repository.
April 27, 2026 · comparison · Evaluators
- Grep vs Ranked File Retrieval: What Actually Works
A practical comparison between broad repository search and task-shaped file ranking when you need a better first inspection order.
April 8, 2026 · comparison · Evaluators
- Where to Start in an Unfamiliar Codebase
A workflow for choosing the first files to inspect when you know the task but not the repository shape.
April 5, 2026 · tutorial · Developers
- What Repository-Aware Retrieval Actually Means
A narrow explanation of the category Repokit is actually in: task-shaped file ranking inside one repository, not autonomous coding.
April 2, 2026 · explainer · Evaluators
Debugging
3 articles
Turn regressions, failing tests, and brittle flows into a ranked shortlist of files to inspect.
- Real Example: Finding the Root Cause with Ranked Files
A proof-oriented walkthrough of how a task becomes a ranked shortlist and how that shortlist should be inspected.
April 18, 2026 · proof · Developers
- How to Triage Failing Tests in a Large Repo
Use failing tests as retrieval context without letting the test file become the whole debugging strategy.
April 6, 2026 · tutorial · Developers
- Debugging Faster by Finding the Right Files First
Use repository-aware file ranking to narrow a regression or failing-test investigation before you start reading code.
April 3, 2026 · tutorial · Developers
AI agents
2 articles
Show where repository-aware retrieval improves context before planning or reasoning.
- How to Improve Agent Context with Repo Retrieval
Use repository-aware retrieval to improve the context an agent sees before planning, instead of asking the model to infer repository structure from weak signals.
May 5, 2026 · tutorial · AI agent builders
- How AI Agents Fail Without Good Retrieval
Why coding agents drift, hallucinate, or over-read repositories when the retrieval layer is weak or too broad.
April 12, 2026 · explainer · AI agent builders
MCP
2 articles
Help agent builders connect Repokit through the hosted MCP endpoint without wrapper glue.
- How to Use MCP with a Single Repository
A narrower MCP workflow for agent builders who want repository-aware retrieval without drifting into broad multi-repo context or vague tool usage.
April 29, 2026 · tutorial · AI agent builders
- MCP for Repo Retrieval: A Practical Guide
How to connect a tool-capable client to Repokit when you want repository-aware retrieval before reasoning or planning.
April 10, 2026 · tutorial · AI agent builders
API
2 articles
Guide internal tool builders toward direct HTTP integration and verification.
- Building Internal Tools with the Repokit API
A practical guide to using the HTTP API when you want repository-aware retrieval inside your own tooling or workflow automation.
April 16, 2026 · tutorial · Internal tool builders
- API vs MCP for Repository-Aware Retrieval
Choose the access path that matches your workflow: direct HTTP control or tool-based retrieval through MCP.
April 15, 2026 · comparison · Internal tool builders
Verification
5 articles
Explain readiness, verification tokens, and what it means to prove the claim on your own code.
- How Verification Tokens Work in Repokit
Understand what verification tokens do, when they become available, and how they fit into the API and MCP access flow.
May 3, 2026 · help · Evaluators
- Why Your Repo May Not Reach Ready
A straightforward explanation of why some repositories stop before ready and why that is an honest beta constraint rather than hidden failure.
April 26, 2026 · help · Evaluators
- What Happens After You Submit a Repo
Understand the real beta flow after submission so you know what is automatic, what may stop early, and when verification becomes possible.
April 25, 2026 · help · Evaluators
- How to Verify Repo Retrieval on Your Own Code
A practical verification workflow for testing Repokit on your own repository once it reaches ready and you can issue a verification token.
April 24, 2026 · tutorial · Evaluators
- What Ready Means in Repokit
Understand the difference between submission, processing, and served readiness so you know when repository-specific verification really starts.
April 22, 2026 · help · Evaluators
Large codebases
5 articles
Focus on unfamiliar repositories, complex structures, and reducing blind file search.
- Real Example: Starting a Feature in an Unknown Repo
A proof-oriented walkthrough of how a repository-aware shortlist can improve the first move when the task is a new feature rather than a bug.
May 4, 2026 · proof · Developers
- How to Reduce Refactor Risk by Starting in the Right Files
Use repository-aware ranking to reduce refactor risk before changes spread across the wrong surface of a large codebase.
May 2, 2026 · tutorial · Developers
- How to Navigate a Codebase Without Prior Context
A practical workflow for unfamiliar repositories when you need to find the likely implementation surface before you know the naming, layout, or history.
May 1, 2026 · tutorial · Developers
- Manual Codebase Exploration vs Ranked Entry Points
A practical comparison between browsing a repository manually and starting from a ranked shortlist shaped by the task.
April 9, 2026 · comparison · Evaluators
- How to Find the Right Files in a Large Repository
A better starting workflow for large repositories: move from blind search to a ranked file shortlist before you change anything.
April 1, 2026 · tutorial · Developers
Canonical host
Public human-facing pages resolve from https://repokit.co. Raw service hosts are intentionally excluded from this sitemap unless they are required for a real user-facing flow like repository submission.