Revamp and polish the docs more

[misrasaurabh1]

PR Type

Documentation

---

Description

• Revise site navigation groups and labels

• Refine installation and usage instructions

• Enhance PR and GitHub Actions docs

• Update benchmarks and tracer guidelines

---

File Walkthrough

Relevant files

Documentation

11 files how-codeflash-works.mdx Update benchmarking link path format                                          +1/-1      docs.json Revise navigation groups and labels                                            +18/-27  local-installation.mdx Refine local installation instructions                                      +39/-54  getting-the-best-out-of-codeflash.mdx Update best practices workflow headings                                    +9/-7      index.mdx Refresh overview content and features                                        +13/-11  benchmarking.mdx Enhance benchmark setup and usage steps                                    +14/-16  codeflash-all.mdx Expand codebase optimization guidance                                        +24/-3    codeflash-github-actions.mdx Improve GitHub Actions integration guide                                  +28/-12  one-function.mdx Adjust single function optimization sidebar                            +1/-1      optimize-prs.mdx Remove outdated PR optimization page                                          +0/-33    trace-and-optimize.mdx Refine trace and optimize workflow docs                                    +18/-14

---

[github-actions]

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 2 🔵🔵⚪⚪⚪

🧪 No relevant tests

🔒 No security concerns identified

⚡ Recommended focus areas for review JSON Syntax Verify the navigation object now that the "global" section was removed. Ensure the "tabs" array and commas are correctly placed so the JSON remains valid and the site navigation renders as expected. }, "navigation": { "tabs": [ { "tab": "Documentation", "groups": [ { "group": "🏠 Overview", "pages": [ "index" ] }, { "group": "🚀 Quickstart", "pages": [ "getting-started/local-installation" ] }, { "group": "⚡ Optimizing with Codeflash", "pages": [ "optimizing-with-codeflash/one-function", "optimizing-with-codeflash/trace-and-optimize", "optimizing-with-codeflash/codeflash-all" ] }, { "group": "✨ Continuous Optimization", "pages": [ "optimizing-with-codeflash/codeflash-github-actions", "optimizing-with-codeflash/benchmarking" ] }, { "group": "🧠 Core Concepts", "pages": [ "codeflash-concepts/how-codeflash-works", "codeflash-concepts/benchmarking" ] }, { "group": "⚙️ Configuration & Best Practices", "pages": [ "configuration", "getting-the-best-out-of-codeflash" ] } ] } ] }, Link Consistency Confirm that the updated link to /codeflash-concepts/benchmarking resolves correctly in the site router, since the .md extension was removed. Broken links can lead to 404 errors in the documentation. Codeflash implements [several techniques](/codeflash-concepts/benchmarking) to measure code performance accurately. In particular, it runs multiple iterations of the code in a loop to determine the best performance with the minimum runtime. Codeflash compares the performance of the original code against the optimization, requiring at least a 10% speed improvement before considering it to be faster. This approach eliminates most runtime measurement variability, even on noisy CI systems and virtual machines. The final runtime Codeflash reports is the minimum total time it took to run all the test cases.

[github-actions]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Impact
General	Fix typo in "accesss" Correct the typo in "accesss" to "access" to ensure the instruction reads clearly and accurately. docs/getting-started/local-installation.mdx [56] -Codeflash uses cloud-hosted AI models and integrations with GitHub. You'll need an API key to authorize your accesss. +Codeflash uses cloud-hosted AI models and integrations with GitHub. You'll need an API key to authorize your access. Suggestion importance[1-10]: 4 __ Why: The suggestion correctly fixes a typo in user-facing documentation, improving readability and clarity.	Low
	Fix code block language tag The code block language identifier "bash uv" is nonstandard and may break rendering; use a single "bash" tag for proper highlighting. docs/getting-started/local-installation.mdx [44-46] -```bash uv +```bash uv add --dev codeflash <details><summary>Suggestion importance[1-10]: 4</summary> __ Why: Changing the nonstandard “bash uv” tag to “bash” ensures proper syntax highlighting without altering content. </details></details></td><td align=center>Low </td></tr></tr></tbody></table>

[Saga4]

nit: Existing Tests are good to have.
We can include this in "good to have" category?

[Saga4]

nit: e.g. src/

[Saga4]

++ Can add verification withcodeflash --verify post setup.

[Saga4]

nit: Codeflash will try to optimize the code for the benchmark

Maybe we can write something like "Codeflash will trace through your benchmarks step to optimize the functions modified in your PR which touches the benchmark workflow, and you will ..

[Saga4]

++ # Optimize your sub-directory codebase