Prep v0.12.36

[michaeljguarino]

• bumps agent
• ...etc

Test Plan

Test environment: https://console.your-env.onplural.sh/

Checklist

• I have added a meaningful title and summary to convey the impact of this PR to a user.
• If required, I have updated the Plural documentation accordingly.
• I have added tests to cover my changes.
• I have deployed the agent to a test environment and verified that it works as expected (required only when changing agent code).

Plural Flow: console

[soffi-ai]

Soffi AI Summary

This is a release preparation PR (v0.12.36) that bumps the agent version and introduces output truncation and result limiting across all AI workbench tools to prevent LLM context window overflows and improve the quality of agent responses.

The core change is the introduction of a new Console.AI.Tools.Workbench.Output module that provides two primitives: truncate/1,2 (caps large string payloads with an optional hint for the agent on how to retrieve remaining data) and json/2 (encodes and truncates JSON with a hint). This module is then wired into every observability and infrastructure tool in the workbench:

• Observability tools (Logs, Plrl.Logs, Metrics, MetricsSearch, MetricsLabelSearch, PlrlLogsLabels, PlrlLogsAggregate): Results are now passed through Output.truncate/2, and list-returning tools cap results at 500 items before encoding, preventing unbounded payloads from large log/metric datasets.
• Infrastructure tools (KubeList, PodLogs, CloudQuery): KubeList now routes JSON output through Output.json/2 with a hint suggesting jq filtering; PodLogs truncates log text with a hint to adjust limit_bytes/since_seconds; CloudQuery is similarly updated.

The motivating concern is practical: when an AI agent queries a large Kubernetes cluster or a high-volume observability backend, the raw response can easily exceed LLM token limits or produce noise. By truncating at a well-defined boundary and embedding actionable hints in the truncation message, the agent is guided to issue more targeted follow-up queries rather than silently losing data. A unit test for the new Output module is also added.

Commits

Commit	Summary
3b29281	Release prep for v0.12.36: bumps the agent chart/version and introduces output truncation + per-tool result limits across all AI workbench tools (logs, metrics, kube-list, pod-logs) to prevent LLM context overflows and guide agents toward narrower follow-up queries via embedded hints.

Deploy in Soffi

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Updated: 2026-08-07 21:50 UTC

[greptile-apps]

Greptile Summary

Updates the deployment-operator version used by Console from v0.6.56 to v0.6.57.

• Advances the agent version consumed by build-time chart downloads and runtime agent deployment references.

Confidence Score: 5/5

The PR appears safe to merge with no actionable issues identified.

The repository contains the corresponding deployment-operator v0.6.57 release tag, and the version-only change introduces no demonstrated build, runtime, or compatibility failure.

Important Files Changed

Filename	Overview
AGENT_VERSION	Bumps the deployment-operator version marker to v0.6.57; no concrete defect is established by the repository evidence.

_{Reviews (1): Last reviewed commit: "Prep v0.12.36" | Re-trigger Greptile}

[michaeljguarino]

plural deploy this

[plural-copilot]

GitOps deployment tag updated to sha-ba278d1: https://github.com/pluralsh/plrl-up-demos/pull/2561

[michaeljguarino]

plural deploy this

[plural-copilot]

Deployment GitOps PR: https://github.com/pluralsh/plrl-up-demos/pull/2563

Updates the demo console image tag to sha-71ae806 and is annotated Plural Service: mgmt/apps.

[michaeljguarino]

plural deploy this

[plural-copilot]

Requested GitOps deployment PR created: https://github.com/pluralsh/plrl-up-demos/pull/2564

[michaeljguarino]

plural deploy this

[plural-copilot]

Deployment PR created: https://github.com/pluralsh/plrl-up-demos/pull/2567

Updates demo console to sha-f8a496d.

[michaeljguarino]

plural deploy this

[plural-copilot]

Deployment tag sha-f8a496d is already pinned in pluralsh/plrl-up-demos via the merged GitOps PR #2567. No duplicate PR was created.

[michaeljguarino]

plural deploy this

[plural-copilot]

Deployment PR: https://github.com/pluralsh/plrl-up-demos/pull/2568