Updated documentation changes in infrastructure integrations and KloudMate Assistant

content/engineering-digests/2026/2026-06-01-weekly-digest.md

@@ -1,17 +1,20 @@
 ---
 title: Weekly Product Digest — 2026-06-01
-summary: Customer-facing product and documentation-impact summary for the week of 2026-06-01.
+summary: Customer-facing product and documentation-impact summary for the week.
 date: 2026-06-01
 period_start: 2026-06-01
 period_end: 2026-06-07
 type: engineering-digest
+generated_by: fallback-heuristic
 ---
 
 # Weekly KloudMate Product Digest
 Period: 2026-06-01 to 2026-06-07
 
+> ⚠️ This digest was generated using heuristics because the LLM call was unavailable.
+
 ## Executive Summary
-No customer-facing changes were recorded across all repositories during this period. The week consisted solely of internal work that does not affect product behavior, configuration, or documentation.
+0 customer-relevant change(s) collected across 0 repository/repositories. See sections below for details.
 
 ## New
 _None this week._
@@ -29,7 +32,7 @@ _None this week._
 _None identified._
 
 ## Internal / Excluded Notes
-_None._
+Excluded 0 internal change(s) from primary summary.
 
 ## Source References
-_None._
+_No sources._

src/content/docs/docs/kloudmate-assistant/chat-modes.mdx

@@ -0,0 +1,71 @@
+---
+title: "Chat Modes"
+description: "Understand the four chat modes available in KloudMate Assistant and when to use each one."
+sidebar:
+  order: 3
+---
+Chat Modes let you choose how KloudMate Assistant should respond before you send a message. Each mode is optimized for a different type of task, whether you want a direct answer, a drafted configuration change, documentation help, or a deeper background investigation.
+
+## Opening the Mode Picker
+
+To choose a chat mode, click the sparkle icon in the top-right corner of the Assistant interface.
+
+![image](./images/chat-modes-14.png)
+
+Once the Assistant panel opens, use the mode selector in the chat input bar to switch between the available modes.
+
+## KloudMate Assistant
+
+KloudMate Assistant is the default real-time assistant mode. Use it when you want fast answers, platform guidance, or operational help across logs, metrics, traces, alarms, and other KloudMate features.
+
+This mode is best suited for:
+
+- Understanding product behavior or workflows
+- Asking questions about recent errors or issues
+- Getting quick explanations without launching a background investigation
+
+In this example, the Assistant searches the relevant logs and returns a direct explanation of the exporter failure, including the root cause pattern, affected component, signal type, service context, and a short investigation summary.
+
+![image](./images/chat-modes-13.png)
+
+## KloudMate Builder
+
+KloudMate Builder is designed for drafting dashboards and alarms before you apply them. Use this mode when you want help creating or modifying alerting and dashboard configurations from natural-language instructions.
+
+In this example, KloudMate Builder interprets the request as an alert creation task for frontend CPU usage and prepares a draft configuration based on that intent.
+
+![image](./images/chat-modes-15.png)
+
+This helps users move from a natural-language request to a structured alarm draft without manually configuring every field from scratch. The Builder selects an appropriate metric, applies the relevant service filter, and translates the requested threshold into a reviewable alert definition that can be refined and saved.
+
+## KloudMate Docs
+
+KloudMate Docs is optimized for documentation search and platform reference questions. Use this mode when you want answers grounded in the KloudMate documentation rather than a general operational conversation.
+
+:::note[Free usage]
+The Docs agent is **free** and does not consume credits. KloudMate Assistant runs on credits. A chat message costs 1 credit and a full investigation costs 2 credits. Every plan includes a monthly allowance: 5 credits on Free and 20 on Pro, and prepaid credits can be purchased anytime. Enterprise teams can bring their own AI provider key instead of using credits.
+:::
+
+This mode is useful for:
+
+- Getting started and onboarding questions
+- Finding instrumentation instructions
+- Looking up product concepts, alerting behavior, or setup guides
+
+The Docs mode searches the indexed documentation and returns an answer based on the documented product behavior.
+
+![image](./images/chat-modes-5.png)
+
+## KloudMate Investigator
+
+KloudMate Investigator is used for deeper, background investigations. Instead of replying with only a quick answer, it collects incident context and helps frame a broader RCA workflow.
+
+This mode is appropriate when you need:
+
+- Incident triage over a recent time window
+- Correlation across logs, metrics, and traces
+- A structured summary of findings for an active issue
+
+In this example, the Investigator launches a background investigation, tracks its progress, and returns a completed report with overall health status, severity, top suspects, likely causes, affected resources, and recommended fixes.
+
+![image](./images/chat-modes-11.png)

src/content/docs/docs/kloudmate-assistant/index.mdx

@@ -9,20 +9,11 @@ KloudMate Assistant is an AI-driven observability assistant designed to simplify
 
 The assistant works across your entire observability stack, including metrics, logs, traces, profiles, and connected data sources. It interprets context, correlates signals, and surfaces actionable insights, reducing the need to manually switch between tools or deeply understand each underlying system.
 
-
-
-### What KloudMate Assistant Can Do
-
-KloudMate Assistant supports three core modes of operation:
-
-- **KloudMate Assistant:** Provides real-time guidance and answers across the KloudMate platform. Ask questions, explore your data, and get instant insights through a conversational interface.
-- **KloudMate Dashboarding:** Drafts dashboards and alarms on your behalf. For example, you can say “Create a dashboard for Kubernetes” and the Assistant will generate a structured, ready-to-use dashboard.
-- **KloudMate Investigator:** Collects an investigation brief and launches a background root cause analysis (RCA) workflow for serious incidents. The Investigator runs asynchronously and surfaces findings when complete.
-
 ### Accessing KloudMate Assistant
 
-To access KloudMate Assistant, click **KloudMate Assistant** in the left sidebar. This expands the section and reveals three sub-pages:
+To access KloudMate Assistant, click the **KloudMate Assistant** icon in the top navigation bar. This opens the assistant panel where you can start a chat, run investigations, and manage settings. The assistant is also accessible from the pages listed below:
 
-- **Investigations**
-- **Usage**
-- **Settings**
+- [Investigations](./investigations/)
+- [Chat Modes](./chat-modes/)
+- [Settings](./settings/)
+- [Usage](./usage/)