← Platform Engineering CopilotCONTENT HISTORY

Update to Platform Engineering Copilot

Snapshot Nov 3, 2026 · 00:12 UTC · version 0.2.0

WHAT CHANGED

Declared capabilities changed

Full description — Now says: Evidence-first cloud architecture, Kubernetes, infrastructure as code, security, SRE, observability, and developer-platform workflows.

Observed in instructions or declared skills. Runtime behavior has not been tested.

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All fields and original values.

Full description

Before

Oct 27, 2026 · 00:41 UTC

Cloud platform architecture, Kubernetes, IaC, reliability, and developer-platform workflows.

After

Nov 3, 2026 · 00:12 UTC

Evidence-first cloud architecture, Kubernetes, infrastructure as code, security, SRE, observability, and developer-platform workflows.

Long description

Before

Oct 27, 2026 · 00:41 UTC

Platform Engineering Copilot helps you design, review, troubleshoot, and operate reliable cloud platforms across Kubernetes, containers, infrastructure as code, CI/CD, GitOps, networking, IAM, observability, SRE, and developer-platform w...

After

Nov 3, 2026 · 00:12 UTC

Design, investigate, and improve cloud infrastructure and internal developer platforms. Focused workflows cover Kubernetes, cloud architecture, networking, Terraform/OpenTofu, CI/CD, GitOps, IAM, secrets, OpenTelemetry, SLOs, incidents, ...

Declared skills

Before

Oct 27, 2026 · 00:41 UTC

[{"description":"Production-focused platform-engineering workflow for cloud architecture, Kubernetes, containers, Terraform/IaC, CI/CD, GitOps, IAM, networking, observability, SRE, incidents, developer platforms, golden paths, and safe p...

After

Nov 3, 2026 · 00:12 UTC

[{"description":"Investigate cloud spending, underutilization, scaling and capacity without violating reliability needs.","interface":{"brand_color":null,"default_prompt":null,"display_name":"analyze-cost-capacity","icon_large_url":null,...

Brand color

Before

Oct 27, 2026 · 00:41 UTC

Not present

After

Nov 3, 2026 · 00:12 UTC

#172B34

Compare saved observations

Download comparison JSON
Full technical diff · 17 changed fields

changed /release/description

BEFORE
"Cloud platform architecture, Kubernetes, IaC, reliability, and developer-platform workflows."
AFTER
"Evidence-first cloud architecture, Kubernetes, infrastructure as code, security, SRE, observability, and developer-platform workflows."

changed /release/id

BEFORE
"pluginrel_ede5134b7fec81918f6a3f1798163d84"
AFTER
"pluginrel_844773d502348191a2e0c2e8fd572d7d"

changed /release/interface/brand_color

BEFORE
null
AFTER
"#172B34"

changed /release/interface/capabilities

BEFORE
[
  "Design cloud and internal developer platforms around reliability, security, cost, and developer experience",
  "Troubleshoot Kubernetes, containers, networking, DNS, ingress, scheduling, rollout, and runtime incidents",
  "Review Kubernetes probes, requests, limits, disruption budgets, autoscaling, and workload availability",
  "Design safer Terraform plans, modules, state workflows, drift controls, approvals, and rollback strategies",
  "Plan CI/CD and GitOps workflows with immutable artifacts, environment promotion, and deployment guardrails",
  "Review IAM, secrets, workload identity, network boundaries, and least-privilege platform controls",
  "Define SLOs, SLIs, error budgets, alerts, runbooks, and incident-response workflows",
  "Design OpenTelemetry-based traces, metrics, logs, correlation, and actionable observability",
  "Create platform golden paths, self-service workflows, templates, scorecards, and paved-road abstractions",
  "Compare AWS, Azure, GCP, Kubernetes, and platform trade-offs using current primary documentation"
]
AFTER
[
  "Design reliable cloud and Kubernetes platforms with clear trade-offs",
  "Diagnose Kubernetes scheduling, startup, rollout, and networking incidents",
  "Review Kubernetes workload health, probes, scaling, and disruptions",
  "Review Terraform/OpenTofu plans, state safety, and drift",
  "Plan CI/CD and GitOps release and recovery workflows",
  "Analyze cloud IAM, secrets, workload identity, and network controls",
  "Define user-facing SLOs, error budgets, and practical alerting",
  "Design OpenTelemetry observability for actionable diagnostics",
  "Design internal developer platforms, golden paths, and service catalogs",
  "Plan migrations, capacity, cost, and platform supply-chain controls"
]

changed /release/interface/composer_icon_url

BEFORE
"https://files.openai.com/content?id=file_00000000f94481f79bf4b968b09a4241"
AFTER
"https://files.openai.com/content?id=file_0000000033e082309aca93860705d192"

changed /release/interface/default_prompt

BEFORE
"Review this cloud or Kubernetes architecture and identify the highest-risk platform issues."
AFTER
"Review this cloud or Kubernetes design and explain its biggest reliability and security risks."

changed /release/interface/default_prompts

BEFORE
[
  "Review this cloud or Kubernetes architecture and identify the highest-risk platform issues.",
  "Debug this deployment or cluster incident from the logs, events, and configuration.",
  "Design a safer Terraform, CI/CD, or GitOps rollout plan for this change."
]
AFTER
[
  "Review this cloud or Kubernetes design and explain its biggest reliability and security risks.",
  "Diagnose this deployment incident using the logs, events, and manifests I provide.",
  "Review this Terraform plan and propose a safe, reversible production rollout."
]

changed /release/interface/developer_name

BEFORE
"Krishna Sathvik"
AFTER
"Tekris Labs"

changed /release/interface/logo_url

BEFORE
"https://files.openai.com/content?id=file_0000000048c081fbb71caa35881b9e7c"
AFTER
"https://files.openai.com/content?id=file_000000008f7882308ccc9fd474dd4580"

changed /release/interface/long_description

BEFORE
"Platform Engineering Copilot helps you design, review, troubleshoot, and operate reliable cloud platforms across Kubernetes, containers, infrastructure as code, CI/CD, GitOps, networking, IAM, observability, SRE, and developer-platform workflows. It can review platform architecture, diagnose deployment and cluster incidents, design safer Terraform changes, reason about Kubernetes probes, resources, disruption budgets, and security controls, define SLOs and error budgets, improve telemetry and incident response, and design self-service golden paths that reduce developer cognitive load. It prioritizes reliability, least privilege, reversible changes, blast-radius control, cost awareness, and evidence before production actions."
AFTER
"Design, investigate, and improve cloud infrastructure and internal developer platforms. Focused workflows cover Kubernetes, cloud architecture, networking, Terraform/OpenTofu, CI/CD, GitOps, IAM, secrets, OpenTelemetry, SLOs, incidents, supply-chain safety, cost and migrations. The plugin guides evidence-based investigation and reversible changes, uses official/version-matched documentation, and can coordinate genuine specialist subagents only when the host supports them. It works from material you supply or authorized connected tools; it does not itself access clouds, clusters, pipelines, state or telemetry, and does not run a hosted infrastructure service. Production changes require explicit authorization and verification."

changed /release/interface/privacy_policy_url

BEFORE
null
AFTER
"https://tekrislabs.com/privacy"

changed /release/interface/terms_of_service_url

BEFORE
null
AFTER
"https://tekrislabs.com/terms"

changed /release/interface/website_url

BEFORE
null
AFTER
"https://tekrislabs.com/"

changed /release/keywords

BEFORE
[
  "platform-engineering",
  "cloud",
  "kubernetes",
  "terraform",
  "devops",
  "sre",
  "gitops",
  "observability",
  "iam"
]
AFTER
[
  "platform-engineering",
  "kubernetes",
  "terraform",
  "opentofu",
  "gitops",
  "cloud",
  "sre",
  "observability",
  "internal-developer-platform",
  "security"
]

changed /release/onboarding_skill_name

BEFORE
null
AFTER
"get-started"

changed /release/skills

BEFORE
[
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    "description": "Production-focused platform-engineering workflow for cloud architecture, Kubernetes, containers, Terraform/IaC, CI/CD, GitOps, IAM, networking, observability, SRE, incidents, developer platforms, golden paths, and safe production changes.",
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      "brand_color": null,
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      "display_name": "Platform Engineering Copilot",
      "icon_large_url": null,
      "icon_small_url": "https://files.openai.com/content?id=file_00000000bff081f59708dbfa1322c2fb",
      "iconography": "code",
      "short_description": "Build reliable cloud platforms"
    },
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    "plugin_release_skill_id": "pluginrsk_6ab434733ea4819181ee8d07211273bf"
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AFTER
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      "default_prompt": null,
      "display_name": "assess-cloud-architecture",
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changed /release/version

BEFORE
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AFTER
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Full snapshot data
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SHA-256 of public snapshot: cdcb2de050ca01a4a1101cb1e5fc56a76359385ba39ef7eb2d1a7e972c2b2a76