MTA-6811, 6812, 6813, 6814, 6815, 6816 CQA April Developer Lightspeed work

[Pkylas007]

JIRA

• MTA-6811
• MTA-6812
• MTA-6813
• MTA-6814
• MTA-6815
• MTA-6816

CQA validation

• CQA validation

Version

• 8.1

Preview

• Configuring and Using Red Hat Developer Lightspeed for MTA

Summary by CodeRabbit

Release Notes

• Documentation
  • Updated Developer Lightspeed documentation for terminology consistency and clarity across all guides
  • Reorganized getting-started and configuration documentation to improve navigation and user experience
  • Removed outdated procedural documentation for select advanced configuration features

[coderabbitai]

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📝 Walkthrough

Walkthrough

This PR reorganizes and updates Developer Lightspeed documentation by removing the Solution Server assembly and tackle enablement procedure, standardizing terminology ("Visual Studio Code" vs "VS Code"), updating product placeholder references, rephrasing descriptions for clarity, and restructuring assembly include paths to reference moved documentation topics.

Changes

Cohort / File(s)	Summary
Deleted Assembly & Procedure Files docs/topics/developer-lightspeed/assembly_solution-server-configurations.adoc, docs/topics/developer-lightspeed/proc_tackle-enable-dev-lightspeed.adoc, assemblies/developer-lightspeed-guide/assembly_getting-started.adoc	Removed Solution Server configuration assembly, Tackle-based enablement procedure, and getting-started assembly; eliminated product preview warnings, optional feature descriptions, and LLM provider configuration examples.
Concept Documentation Updates docs/topics/developer-lightspeed/con_*.adoc (11 files)	Standardized "Visual Studio Code" naming, expanded abbreviations ("VS Code" → "Visual Studio Code", "RPC" → "Remote Procedure Call"), updated product placeholders to use {ProductShortName}, refined phrasing ("previous" → "earlier", "IDE" → "Integrated Development Environment"), and adjusted wording for LLM descriptions and authentication flows.
Procedure Documentation Updates docs/topics/developer-lightspeed/proc_*.adoc (8 files)	Updated prerequisites, standardized terminology references, refined settings descriptions with {mta-dl-plugin}-centric language, restructured navigation instructions, added verification steps, and applied consistent "Visual Studio Code" naming throughout.
Procedure Formatting Updates docs/topics/developer-lightspeed/proc_tackle-llm-secret.adoc, docs/topics/developer-lightspeed/proc_tackle-enable-llm-proxy.adoc	Converted command blocks from source formatting to [subs="+quotes"] with bolded commands and arguments; reformatted terminal examples for emphasis and clarity.
Reference Documentation docs/topics/developer-lightspeed/ref_*.adoc (3 files)	Updated terminology, standardized product naming, refined example descriptions (Agent mode streaming, code-change previews), adjusted LLM provider configuration wording, and removed inline commented checklist lines.
Assembly File Restructuring assemblies/developer-lightspeed-guide/assembly_*.adoc (5 files)	Updated include:: directives to reference topics from relocated topics/developer-lightspeed/ directory; refined abstracts and configuration descriptions; changed component references from {mta-dl-full} to {mta-dl-plugin} where appropriate.
Master Configuration docs/developer-lightspeed-guide/master.adoc	Updated include paths for assembly files to reference assemblies/developer-lightspeed-guide/ directory instead of topics/developer-lightspeed/.
Getting-Started Assembly assemblies/developer-lightspeed-guide/assembly_getting-started.adoc	Revamped abstract to describe prerequisites, persistent volumes, installation, and workflows; added RHADS subscription note; restructured content with topic includes; unset getting-started context attribute.

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~45 minutes

Possibly related PRs

• MTA-6725 Developer Lightspeed Error Fixes #338 — Modifies the same developer-lightspeed documentation files with overlapping wording and phrase refinements for terminology consistency.
• [MTA] Quick style fixes for the Developer Lightspeed guide #334 — Makes overlapping documentation style and wording changes to several shared Developer Lightspeed files with similar terminology updates.
• MTA-6288 Centralized configuration through LLM proxy #324 — Modifies the assembly\_getting-started.adoc file, affecting the same documentation assembly that is restructured in this PR.

Suggested reviewers

• anarnold97
• djzager
• fabianvf

Poem

🐰 Docs were scattered, now they're neat,
Paths aligned, no more chaotic beat,
VS Code becomes complete,
Terminology standardized—oh, how sweet!
Assembly puzzles fit just right, ✨

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 inconclusive)

Check name	Status	Explanation	Resolution
Title check	❓ Inconclusive	The title references multiple JIRA issue IDs and mentions CQA April work, but lacks specificity about the actual changes—documentation restructuring, content rewording, and file relocations across the Developer Lightspeed guide.	Consider a more descriptive title like 'Restructure and reword Developer Lightspeed documentation' or 'Move Developer Lightspeed topics to assemblies and update content' to clarify the primary changes beyond issue references.

✅ Passed checks (4 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

_{✏️ Tip: You can configure your own custom pre-merge checks in the settings.}

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch mta-6811-6813

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[coderabbitai]

Actionable comments posted: 2

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.

Inline comments:
In
`@docs/topics/developer-lightspeed/proc_configuring-developer-lightspeed-ide-settings.adoc`:
- Around line 23-25: Update the hardcoded navigation string in
docs/topics/vscode/proc_installing-analyzer-binary-locally.adoc by replacing the
literal "Extensions > MTA Extension for VSCode > Settings" with the
variable-based path "Extensions > {ProductShortName} Extension for VSCode >
Settings" (or match the same pattern used in
docs/topics/developer-lightspeed/proc_configuring-developer-lightspeed-ide-settings.adoc);
locate the occurrence of the exact string "Extensions > MTA Extension for VSCode
> Settings" in that file and perform the substitution so all VS Code extension
docs consistently use {ProductShortName}.

In `@docs/topics/developer-lightspeed/ref_example-code-suggestion.adoc`:
- Line 33: Update the documented Command Palette entry so it matches other docs:
replace the current `{ProductShortName}: Open the Gen AI model provider
configuration file` text with `Open the GenAI model provider configuration file`
(remove the `{ProductShortName}:` prefix and merge "Gen AI" into "GenAI") to
ensure consistency with the `ref_llm-provider-configurations` and
`proc_configuring-llm-podman-desktop` documentation.

🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

• Push a commit to this branch (recommended)
• Create a new PR with the fixes

---

ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: d8a945bd-c069-4139-861f-45d581985d08

📥 Commits

Reviewing files that changed from the base of the PR and between 97b249f and ac028e0.

📒 Files selected for processing (17)

• assemblies/developer-lightspeed-guide/assembly_getting-started.adoc
• docs/topics/developer-lightspeed/assembly_solution-server-configurations.adoc
• docs/topics/developer-lightspeed/con_developer-lightspeed-logs.adoc
• docs/topics/developer-lightspeed/con_developer-lightspeed-pathways.adoc
• docs/topics/developer-lightspeed/con_installation.adoc
• docs/topics/developer-lightspeed/con_intro-to-developer-lightspeed.adoc
• docs/topics/developer-lightspeed/con_llm-service-openshift-ai.adoc
• docs/topics/developer-lightspeed/con_prerequisites.adoc
• docs/topics/developer-lightspeed/con_solution_server.adoc
• docs/topics/developer-lightspeed/proc_apply-rag-resolution.adoc
• docs/topics/developer-lightspeed/proc_configuring-developer-lightspeed-ide-settings.adoc
• docs/topics/developer-lightspeed/proc_configuring-developer-profile-settings.adoc
• docs/topics/developer-lightspeed/proc_running-agent-analysis.adoc
• docs/topics/developer-lightspeed/proc_running-rag-analysis.adoc
• docs/topics/developer-lightspeed/proc_tackle-enable-dev-lightspeed.adoc
• docs/topics/developer-lightspeed/ref_example-code-suggestion.adoc
• docs/topics/developer-lightspeed/ref_llm-provider-configurations.adoc

💤 Files with no reviewable changes (2)

• assemblies/developer-lightspeed-guide/assembly_getting-started.adoc
• docs/topics/developer-lightspeed/assembly_solution-server-configurations.adoc

[vashirova]

@Pkylas007 peer review completed, see my comments.

To summarize, the following issues are blockers for DITA migration and must be fixed:

• Abstracts
• Floating text
• Links in concept and assembly modules (in the main text)
• Alt text for images

Plus, a number of editorial and formatting issues.

[coderabbitai]

Actionable comments posted: 3

🧹 Nitpick comments (3)

docs/topics/developer-lightspeed/ref_example-code-suggestion.adoc (2)

62-62: Improve sentence clarity and parallel structure.

The phrasing "streams the issue description, a preview of the code changes" lacks clear parallel structure. Consider rephrasing for clarity.

📝 Suggested rewording

-{mta-dl-plugin} streams the issue description, a preview of the code changes in files that resolve the issue.
+{mta-dl-plugin} streams the issue description and a preview of the code changes in files that resolve the issue.

🤖 Prompt for AI Agents

Verify each finding against the current code and only fix it if needed.

In `@docs/topics/developer-lightspeed/ref_example-code-suggestion.adoc` at line
62, The sentence using "{mta-dl-plugin}" lacks parallel structure; change the
line to use a parallel verb structure such as "streams the issue description and
previews the code changes that resolve the issue" or "streams the issue
description and a preview of the code changes that resolve the issue" by editing
the string containing "{mta-dl-plugin}" so the two coordinated elements are
parallel (both verbs or both noun phrases) and preserve the original meaning.

---

70-70: Minor grammar improvement.

The phrase "repeated iterations of scan" should use plural "scans" or be reworded for better grammatical flow.

📝 Suggested alternatives

Option 1:

-Repeat the review and accept or reject the resolutions. {mta-dl-plugin} continues to run repeated iterations of scan if you allow until it resolves all issues.
+Repeat the review and accept or reject the resolutions. {mta-dl-plugin} continues to run repeated scan iterations if you allow until it resolves all issues.

Option 2:

-Repeat the review and accept or reject the resolutions. {mta-dl-plugin} continues to run repeated iterations of scan if you allow until it resolves all issues.
+Repeat the review and accept or reject the resolutions. {mta-dl-plugin} continues to run repeated scans if you allow until it resolves all issues.

🤖 Prompt for AI Agents

Verify each finding against the current code and only fix it if needed.

In `@docs/topics/developer-lightspeed/ref_example-code-suggestion.adoc` at line
70, Replace the phrase "repeated iterations of scan" with a grammatically
correct alternative such as "repeated scans" or "repeated iterations of scans"
in the sentence that reads "Repeat the review and accept or reject the
resolutions. {mta-dl-plugin} continues to run repeated iterations of scan if you
allow until it resolves all issues." to improve flow and plurality; ensure the
updated sentence reads smoothly (e.g., "...{mta-dl-plugin} continues to run
repeated scans until it resolves all issues.").

docs/topics/developer-lightspeed/proc_configuring-developer-lightspeed-ide-settings.adoc (1)

23-23: Use {ProductShortName} instead of {ProductFirstRef} for UI navigation.

Line 23 uses {ProductFirstRef} which expands to "Migration toolkit for applications", creating the awkward navigation path: "Extensions > Migration toolkit for applications Extension > Settings".

For UI navigation paths, use {ProductShortName} (which expands to "MTA") to match what users see in the Visual Studio Code interface and maintain consistency with line 25.

📝 Proposed fix

-.. Click `Extensions > {ProductFirstRef} Extension > Settings`
+.. Click `Extensions > {ProductShortName} Extension > Settings`

🤖 Prompt for AI Agents

Verify each finding against the current code and only fix it if needed.

In
`@docs/topics/developer-lightspeed/proc_configuring-developer-lightspeed-ide-settings.adoc`
at line 23, The navigation text uses the wrong placeholder {ProductFirstRef}
which expands to "Migration toolkit for applications" and produces an awkward
path; replace {ProductFirstRef} with {ProductShortName} so the line reads
"Extensions > {ProductShortName} Extension > Settings" to match the UI and line
25; update the string where it appears (search for the literal {ProductFirstRef}
in the document) and ensure references elsewhere in this topic remain consistent
with {ProductShortName}.

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.

Inline comments:
In
`@docs/topics/developer-lightspeed/proc_configuring-developer-lightspeed-ide-settings.adoc`:
- Around line 9-11: The intro states users "must enter your large language model
(LLM) credentials to use {mta-dl-plugin}" but the doc doesn't show where to
enter them; update the page by either (A) adding a short procedure step after
installation that explicitly shows how to configure LLM credentials for the
{mta-dl-plugin} (e.g., open VS Code Settings or settings.json and set the
{mta-dl-plugin} LLM credential key such as a plugin-specific API key/secret),
referencing the {mta-dl-plugin} setting name, or (B) if credentials are
documented elsewhere, change the abstract sentence to point readers to that
exact section or page where the credential field is documented; do not leave the
location unspecified.

In `@docs/topics/developer-lightspeed/proc_tackle-llm-secret.adoc`:
- Around line 29-31: The oc create secret generic command uses the wrong secret
name and omits the namespace; change the command that currently uses "oc create
secret generic aws-credentials" to create the expected secret name
"kai-api-keys" and add the namespace flag "-n openshift-mta" so the line becomes
the Amazon Bedrock secret creation matching other providers (refer to the oc
create secret generic invocation and the secret name kai-api-keys).

In `@docs/topics/developer-lightspeed/ref_example-code-suggestion.adoc`:
- Line 68: The sentence "can occur when you accepted the suggested code change"
mixes present modal with past tense; update the phrase to use consistent present
tense, e.g., change it to "can occur when you accept the suggested code change"
so the modal "can" and the verb "accept" agree in tense and voice.

---

Nitpick comments:
In
`@docs/topics/developer-lightspeed/proc_configuring-developer-lightspeed-ide-settings.adoc`:
- Line 23: The navigation text uses the wrong placeholder {ProductFirstRef}
which expands to "Migration toolkit for applications" and produces an awkward
path; replace {ProductFirstRef} with {ProductShortName} so the line reads
"Extensions > {ProductShortName} Extension > Settings" to match the UI and line
25; update the string where it appears (search for the literal {ProductFirstRef}
in the document) and ensure references elsewhere in this topic remain consistent
with {ProductShortName}.

In `@docs/topics/developer-lightspeed/ref_example-code-suggestion.adoc`:
- Line 62: The sentence using "{mta-dl-plugin}" lacks parallel structure; change
the line to use a parallel verb structure such as "streams the issue description
and previews the code changes that resolve the issue" or "streams the issue
description and a preview of the code changes that resolve the issue" by editing
the string containing "{mta-dl-plugin}" so the two coordinated elements are
parallel (both verbs or both noun phrases) and preserve the original meaning.
- Line 70: Replace the phrase "repeated iterations of scan" with a grammatically
correct alternative such as "repeated scans" or "repeated iterations of scans"
in the sentence that reads "Repeat the review and accept or reject the
resolutions. {mta-dl-plugin} continues to run repeated iterations of scan if you
allow until it resolves all issues." to improve flow and plurality; ensure the
updated sentence reads smoothly (e.g., "...{mta-dl-plugin} continues to run
repeated scans until it resolves all issues.").

🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

• Push a commit to this branch (recommended)
• Create a new PR with the fixes

---

ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: 250ea164-e85a-4990-a887-1b339f0e411b

📥 Commits

Reviewing files that changed from the base of the PR and between e12b957 and e8cbd50.

📒 Files selected for processing (19)

• assemblies/developer-lightspeed-guide/assembly_configuring-dev-lightspeed-ide.adoc
• assemblies/developer-lightspeed-guide/assembly_configuring_llm.adoc
• assemblies/developer-lightspeed-guide/assembly_getting-started.adoc
• assemblies/developer-lightspeed-guide/assembly_run-dev-lightspeed-analysis.adoc
• assemblies/developer-lightspeed-guide/assembly_understanding_dl.adoc
• docs/developer-lightspeed-guide/master.adoc
• docs/topics/developer-lightspeed/assembly_getting-started.adoc
• docs/topics/developer-lightspeed/con_installation.adoc
• docs/topics/developer-lightspeed/con_intro-to-developer-lightspeed.adoc
• docs/topics/developer-lightspeed/con_llm-service-openshift-ai.adoc
• docs/topics/developer-lightspeed/con_persistent-volumes.adoc
• docs/topics/developer-lightspeed/con_prerequisites.adoc
• docs/topics/developer-lightspeed/proc_configuring-developer-lightspeed-ide-settings.adoc
• docs/topics/developer-lightspeed/proc_configuring-developer-profile-settings.adoc
• docs/topics/developer-lightspeed/proc_running-agent-analysis.adoc
• docs/topics/developer-lightspeed/proc_tackle-enable-dev-lightspeed.adoc
• docs/topics/developer-lightspeed/proc_tackle-enable-llm-proxy.adoc
• docs/topics/developer-lightspeed/proc_tackle-llm-secret.adoc
• docs/topics/developer-lightspeed/ref_example-code-suggestion.adoc

💤 Files with no reviewable changes (2)

• docs/topics/developer-lightspeed/proc_tackle-enable-dev-lightspeed.adoc
• docs/topics/developer-lightspeed/assembly_getting-started.adoc

✅ Files skipped from review due to trivial changes (8)

• docs/developer-lightspeed-guide/master.adoc
• docs/topics/developer-lightspeed/con_persistent-volumes.adoc
• docs/topics/developer-lightspeed/con_installation.adoc
• docs/topics/developer-lightspeed/con_prerequisites.adoc
• assemblies/developer-lightspeed-guide/assembly_configuring_llm.adoc
• docs/topics/developer-lightspeed/proc_running-agent-analysis.adoc
• assemblies/developer-lightspeed-guide/assembly_understanding_dl.adoc
• docs/topics/developer-lightspeed/proc_tackle-enable-llm-proxy.adoc

🚧 Files skipped from review as they are similar to previous changes (4)

• assemblies/developer-lightspeed-guide/assembly_getting-started.adoc
• docs/topics/developer-lightspeed/con_llm-service-openshift-ai.adoc
• docs/topics/developer-lightspeed/con_intro-to-developer-lightspeed.adoc
• docs/topics/developer-lightspeed/proc_configuring-developer-profile-settings.adoc

[Pkylas007]

@Pkylas007 peer review completed, see my comments.

To summarize, the following issues are blockers for DITA migration and must be fixed:

• Abstracts
• Floating text
• Links in concept and assembly modules (in the main text)
• Alt text for images

Plus, a number of editorial and formatting issues.

I'm evaluating how practical is it to remove links from the main text. The links are more useful in the main text in some cases where they are referenced.

[Pkylas007]

@vashirova I have addressed all the concerns here and ran DITA validation that was passed by Claude Code. Can you please review the PR?

[vashirova]

@vashirova I have addressed all the concerns here and ran DITA validation that was passed by Claude Code. Can you please review the PR?

@Pkylas007 thank you! As we are having a release next week, my capacity is limited but I'll try my best to complete review this week.

[Pkylas007]

@vashirova I have addressed all the concerns here and ran DITA validation that was passed by Claude Code. Can you please review the PR?

@Pkylas007 thank you! As we are having a release next week, my capacity is limited but I'll try my best to complete review this week.

Hi @vashirova , Thank you but please do not rush with this! I didn't know about the release. Please take your time 😄

[Pkylas007]

@mpershina Thanks much for agreeing to review this PR!

[mpershina]

"Provide" in this context sounds a bit better than "give". We have no strict rule that prohibits using "provide". it's rather a minimalism concern that must not necessarily be changed. Especially, when it sounds better :-) Here's my suggestion to also reduce wordiness:

Suggested change

	* Profile settings that give context before you request a code fix for a particular application.
	* Profile settings that provide context before you request a code fix for an application.

[mpershina]

Short description should rather be structured as "Why, what". This is a user story format that we should use. Here's my suggestion:

Suggested change

	You can view prerequisites, persistent volume requirements, installation, and workflows that help you to decide how you want to use the {mta-dl-full}.
	Before installing and deploying the {mta-dl-full}, review the system requirements and deployment workflows.

[mpershina]

Same why and what

Suggested change

	After you complete the configurations, the next step is running an analysis to identify the issues in the code and generate suggestions to resolve the issues.
	After configuring the {mta-dl-full}, run an analysis of your application to identify code issues and generate resolution suggestions.

[mpershina]

Reducing wordiness

Suggested change

	* Streams LLM messages that describe the issue description, resolution, and the file in which {mta-dl-plugin} applies the updates.
	* Streams LLM messages that describe the issue, the resolution, and the file the {mta-dl-plugin} updates.

[mpershina]

Since it's not part of the short description, shall we make it a bulleted list? It improves scanability and readability. Just please check if I managed to preserve the technical accuracy when speaking about log file size and number of files.

Suggested change

	{mta-dl-plugin} stores extension logs as `extension.log` with automatic rotation. The maximum size of the log file is 10 MB and {mta-dl-plugin} retains three files. {mta-dl-plugin} stores analyzer RPC logs as `analyzer.log` without rotation.
	The {mta-dl-plugin} stores the following logs:
	* Extension logs (`extension.log`) with automatic rotation. The plugin retains up to three files with a maximum size of 10 MB each.
	* Analyzer RPC logs (`analyzer.log` without automatic rotation.

[mpershina]

Reducing wordiness:

Suggested change

	* Large language model (LLM) provider configuration: Fields from the provider settings that you can include in the archive. {mta-dl-plugin} redacts all fields for security reasons by default. Ensure that you do not expose any secrets.
	* Large language model (LLM) provider configuration: The provider settings fields to include in the archive. To ensure security, the {mta-dl-plugin} redacts all fields by default. Do not expose any secrets.

[mpershina]

Let's reduce word count here as well. Short descriptions are limited to ~300 characters, IIRC. We can split this info into 2 paragraphs: one for a short description and one as a standalone informational one. Especially, since the Note follows the abstract straightway, which shouldn't be the case. Please, check the technical accuracy (even with SMEs, if needed).

Suggested change

	You can configure the {mta-dl-plugin} extension to use centralized configuration and the large language model (LLM) through an LLM proxy.
	Alternatively, you can configure the extension to use the LLM provider settings in your Visual Studio Code environment for code resolution suggestions.
	You can configure the {mta-dl-plugin} by using a large language model (LLM) proxy or local Integrated Development Environment (IDE) settings to receive code resolution suggestions.
	After running a static code analysis, you can configure the {mta-dl-full} to perform the following actions to request code fix suggestions:
	* Use centralized configuration and the LLM through an LLM proxy.
	* Use the LLM provider settings in your Visual Studio Code.

[mpershina]

Suggested change

	* Enable the Agent AI and run an analysis to request code fix suggestion by using the Agent AI mode.
	* Enable the Agent AI and run an analysis to request code fix suggestions by using the Agent AI mode.

[mpershina]

Suggested change

The proxy service completes a separate authentication process to access the LLM through an Administrator-controlled endpoint. The proxy service authenticates to the LLM by using the cluster secret that has the LLM API key that the Administrator configured. Thus, the proxy service allows Administrators to create, manage, and rotate LLM API keys without the need to share the LLM key with multiple client endpoints.

The proxy service completes a separate authentication process to access the LLM through an Administrator-controlled endpoint. The proxy service uses the Administrator-configured API key in the cluster secret to authenticate to the LLM. Thus, Administrators can use the proxy service to create, manage, and rotate LLM API keys without the need to share the LLM key with multiple client endpoints.

[mpershina]

Suggested change

	* Solved examples constitute code changes from other migrations and a pattern of resolution for an issue to use in future. {mta-dl-plugin} creates a solved example when a Migrator accepts a resolution in an earlier analysis that results in updated code or an unfamiliar issue in a legacy application that the Migrator manually fixed. The Solution Server stores solved examples.
	* Solved examples are reusable resolution patterns from previous migrations stored on the Solution Server. The {mta-dl-plugin} generates these examples when a Migrator accepts an automated resolution or manually fixes a legacy issue.

[mpershina]

"Previous" here sounds better. "Previous" is only a problem when we talk about versions, where we should be more specific.

Suggested change

	More instances of solved examples for an issue enhance the context and improve the success metrics of rules that trigger the issue. Higher the success metrics of an issue, greater the confidence level associated with the accepted resolutions for that issue in earlier analyses.
	More instances of solved examples for an issue enhance the context and improve the success metrics of rules that trigger the issue. Higher the success metrics of an issue, greater the confidence level associated with the accepted resolutions for that issue in previous analyses.

[mpershina]

No need to mention the version. DL is only available with 8.0, so it is not an update. It's a new feature in 8.0. Thus, the version is redundant here. Also, please, check the character count for this short description. It should not exceed ~300 or 350 characters.

Suggested change

	Starting from 8.0.0, {ProductFullName} integrates with large language models (LLM) through the {mta-dl-full} plugin in the Visual Studio Code extension. You can use {mta-dl-plugin} to apply LLM-assisted code changes to resolve issues that static code analysis identifies in Java applications.
	The {ProductFullName} integrates with large language models (LLM) through the {mta-dl-full} plugin in the Visual Studio Code extension. You can use {mta-dl-plugin} to apply LLM-assisted code changes to resolve issues that static code analysis identifies in Java applications.

[mpershina]

Suggested change

	The static code analysis describes the issues in your code that you must resolve. As you perform analysis for a large portfolio of applications, the issue description and the rule definition that may contain additional information form a large corpus of data that has repetitive patterns of problem definitions and solutions.
	The static code analysis describes the issues in your code that you must resolve. As you perform analysis for a large portfolio of applications, the issue description and the rule definition that may contain additional information form a large corpus of data that has repetitive patterns of problem definitions and solutions.

[mpershina]

Suggested change

	Migrators do duplicate work by resolving issues that repeat across applications in different migration waves.
	Migrators duplicate work by resolving issues that repeat across applications in different migration waves.

[mpershina]

Check tech accuracy, please:

Suggested change

	{mta-dl-plugin} augments the manual changes that you make to code throughout your organization in different migration waves and creates a context for a large language model (LLM). The LLM suggests code resolutions based on the issue description, context, and earlier examples of code changes to resolve issues.
	The {mta-dl-plugin} uses your manual code changes to build context for a large language model (LLM). The LLM then suggests code resolutions based on the issue, context, and solved examples.

[mpershina]

Reducing wordiness:

Suggested change

	{mta-dl-plugin} integrates with LLMs that you deployed as a scalable service on {ocp-name} AI clusters. These deployments give you granular control over resources such as compute, cluster nodes, and auto-scaling Graphical Processing Units (GPUs) while enabling you to use LLMs to resolve code issues at a large scale.
	The {mta-dl-plugin} integrates with LLMs deployed as a scalable service on {ocp-name} AI clusters. This integration provides granular control over compute resources, cluster nodes, and auto-scaling Graphical Processing Units (GPUs) to resolve code issues at scale."

[mpershina]

Suggested change

	The Solution Server component requires a backend database to store code changes from earlier analyses.
	The Solution Server component requires a backend database to store code changes from previous analyses.

[mpershina]

https://redhat-documentation.github.io/supplementary-style-guide/#gb + shortening:

Suggested change

	If you plan to enable Solution Server, you must create a `5Gi` ReadWriteOnce (`RWO`) persistent volume for the {mta-dl-plugin} database.
	To enable Solution Server, you must create a 5 GB ReadWriteOnce (`RWO`) persistent volume for the {mta-dl-plugin} database.

[mpershina]

Suggested change

	You can use the prerequisites required to successfully use the generative AI features in the {mta-dl-plugin} Visual Studio Code extension.
	Review the prerequisites required to use the generative AI features in the {mta-dl-plugin} Visual Studio Code extension.

[mpershina]

Reduced wordiness:

Suggested change

The Solution Server augments earlier patterns of how source code changed to resolve issues (also called solved examples) that were similar to those in the current file, and suggests a resolution that has a higher confidence level derived from earlier solutions. After you accept a suggested code fix, the Solution Server works with the large language model (LLM) to improve the hints about the issue that becomes part of the context. An improved context enables the LLM to generate more reliable code fix suggestions in future cases.

The Solution Server uses solved examples to suggest high-confidence resolutions for similar issues. When you accept a code fix, the Solution Server updates the large language model (LLM) context. By using this improved context, the LLM generates more reliable future suggestions.

[mpershina]

This is a procedure module. A short description must include why and what to comply with the requirements. We can move this information below the short description, if you'd like to preserve it:

Suggested change

	When you request code resolutions by enabling the Solution Server, an issue displays the success metric when the metric becomes available. A success metric indicates the confidence level in applying the fix suggestion from the LLM based on how many times you applied the update in past analyses.
	To resolve application code issues, apply the fix suggestions generated by the Solution Server.
	When you request code resolutions by enabling the Solution Server, issues display a success metric when it becomes available. This metric indicates the confidence level of the suggested LLM fix based on your past updates.

[mpershina]

Suggested change

	. Click *Has Success Rate* to check how many times you accepted the same issue resolution in an earlier analysis.
	. Click *Has Success Rate* to check how many times you accepted the same issue resolution in a previous analysis.

[mpershina]

Suggested change

	. Click the solution tool to trigger automated updates to your code. If you applied any category filter, {mta-dl-plugin} makes code updates for all incidents, specific files, or specific issues based on the filter.
	. Click the solution tool to trigger automated updates to your code. If you applied any category filter, {mta-dl-plugin} applies code updates for all incidents, specific files, or specific issues based on the filter.

[mpershina]

Just a slight sentence parts exchange to make it look like why and what

Suggested change

	Configure the Visual Studio Code Integrated Development Environment (IDE) settings to perform analyses and AI-assisted code resolutions. You can broadly categorize the extension settings into debugging and logging, {mta-dl-plugin} settings, analysis settings, and Solution Server settings.
	To perform analyses and AI-assisted code resolutions, configure the Visual Studio Code Integrated Development Environment (IDE) settings. You can categorize the extension settings into debugging and logging, {mta-dl-plugin} settings, analysis settings, and Solution Server settings.

[mpershina]

Suggested change

	|Analyzer path|Specify an {ProductShortName} custom binary path. If you do not give a path, {mta-dl-plugin} uses the default path to the binary.
	|Analyzer path|Specify an {ProductShortName} custom binary path. If you do not enter a path, {mta-dl-plugin} uses the default path to the binary.

[mpershina]

A more direct action for the procedure

Suggested change

	To perform repeated analyses, you can create a reusable profile configuration. You can use the profile you configure in your Integrated Development Environment (IDE).
	To perform repeated analyses, create a reusable profile configuration. You can use the profile you configure in your Integrated Development Environment (IDE).

[mpershina]

Suggested change

	The `Get Ready to Analyze` pane lists the profile configuration options.
	The `Get Ready to Analyze` pane lists the profile configuration options:

[mpershina]

This section doesn't allow standalone sentences, only steps, similarly to the Procedure section:

Suggested change

	After you complete the profile configuration:
	. Open *{ProductShortName} Analysis View*.
	. Click *Run Analysis* to verify that your configuration works by running an analysis.
	* Verify that your configuration works by running an analysis:
	.. Open *{ProductShortName} Analysis View*.
	.. Click *Run Analysis*.

[mpershina]

Why before what:

Suggested change

	Use the Podman AI lab extension to select an open source model from a curated list of models and run it locally in your system.
	To select an open source model from a curated list of models and run it locally in your system, use the Podman AI lab extension.

[mpershina]

Suggested change

	The code fix suggestions that a model generates depend on the model's capabilities. Models from the Podman AI Lab are insufficient for the complexity of code changes needed to fix issues that {ProductShortName} discovers. You must not use such models in a production environment.
	The code fix suggestions that a model generates depend on the model's capabilities. Models from the Podman AI Lab are insufficient for the complexity of code changes needed to fix issues that {ProductShortName} discovers. Do not use such models in a production environment.

[mpershina]

Suggested change

	As a Migrator, you can use the agent mode to run an automated analysis that streams the code resolutions that the agent can apply to your source code. When using the agent mode, you can reject the changes or stop the stream but you cannot edit the updated files during the stream.
	As a Migrator, to run an automated analysis that streams code resolutions, use the agent mode.
	When using the agent mode, you can reject the changes or stop the stream. However,you cannot edit the updated files during the stream.

[mpershina]

Empty reference text doesn't play any role here. I know we cannot use links, but it's better to drop it completely in this case. Users should know about the requirements from the very beginning if they follow the user journey

Suggested change

	* You deployed an additional ReadWriteOnce (`RWO`) volume for the `{mta-dl-plugin}-database` if you want to use {mta-dl-plugin}. See Persistent volume requirements for more information.
	* You deployed an additional ReadWriteOnce (`RWO`) volume for the `{mta-dl-plugin}-database` if you want to use {mta-dl-plugin}.

[mpershina]

Suggested change

	Generate code fixes for a Java application you want to migrate to the target technology `quarkus`. To stream code changes that resolve issues in the code, use the Agent mode and the `my-model` as the large language model (LLM) that you deployed in {ocp-name} AI.
	Generate code fixes for a Java application you want to migrate to the `quarkus` target technology. To stream code changes that resolve issues in the code, use the Agent mode and the `my-model` as the large language model (LLM) that you deployed in {ocp-name} AI.

[mpershina]

Suggested change

	{mta-dl-plugin} streams the issue description, a preview of the code changes in files that resolve the issue.
	{mta-dl-plugin} streams the issue description and a preview of the code changes in files that resolve the issue.

[mpershina]

"Contains" is a better word in this case.

Suggested change

The `provider-settings.yaml` file has a list of LLM providers that {mta-dl-plugin} supports by default. The mandatory environment variables are different for each LLM provider. Depending on the provider that you choose, you can configure additional environment variables for a model in the `provider-settings.yaml` file. You can also enter a new provider with the required environment variables, the base URL, and the model name.

The `provider-settings.yaml` file contains a list of LLM providers that {mta-dl-plugin} supports by default. The mandatory environment variables are different for each LLM provider. Depending on the provider that you choose, you can configure additional environment variables for a model in the `provider-settings.yaml` file. You can also enter a new provider with the required environment variables, the base URL, and the model name.

[mpershina]

Suggested change

	You can use the AWS CLI to verify that you have command line access to AWS services before you proceed with the `provider-settings` configurations.
	To verify command-line access to Amazon Web Services (AWS) before configuring `provider-settings`, use the AWS CLI.

[mpershina]

Review complete. Please, see my comments, suggestions, and fixes.