From 1fd42b3bf6f4c0d253e5c5992e87724f6c2a8cf5 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 3 May 2026 19:35:59 +0000
Subject: [PATCH 1/4] Update README: add AI-native section, Claude Code,
autonomous agents, prompt libraries
Agent-Logs-Url: https://github.com/nitrocode/nitrocode/sessions/f7f0a861-3d1b-4ccb-ab38-7ba918ec7e9d
Co-authored-by: nitrocode <7775707+nitrocode@users.noreply.github.com>
---
README.md | 30 ++++++++++++++++++++++++++----
1 file changed, 26 insertions(+), 4 deletions(-)
diff --git a/README.md b/README.md
index 2453ed3..11c94d3 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
-

+

[](https://github.com/nitrocode)
[](https://0xfeed.gitlab.io/resume.html)
@@ -13,12 +13,12 @@
## 🚀 About Me
-I'm RB, Cloud Architect and CEO of RB Consulting. I help companies bring their infrastructure under control by treating it as code - cloud, security, pipelines, the works.
+I'm RB, Cloud Architect and CEO of RB Consulting. I help companies bring their infrastructure under control by treating it as code — and increasingly, with AI as a force multiplier at every layer of the stack.
- 🏗️ IaC: Terraform, OpenTofu
- ☁️ AWS: multi-account architectures, FinOps
- ⚙️ Platform Engineering: Kubernetes, GitOps, internal developer platforms
-- 🤖 AI tooling: using LLMs to ship faster and cut toil
+- 🤖 AI-Native Engineering: autonomous AI agents, Claude Code, internal prompt libraries, LLM-powered workflows
- 🔐 Security: policy enforcement, compliance automation, zero-trust
- 🧑💼 Leadership: project management, team building, client advisory
@@ -56,10 +56,32 @@ Security & Compliance


+AI & Agents
+
+
+
+
+
---
+## 🤖 AI-Native Engineering
+
+I've gone deep on making AI a core part of how engineering teams operate — not just as a productivity hack, but as a fundamental shift in how work gets done.
+
+**What that looks like in practice:**
+
+- **Claude Code & agentic workflows** — using Claude Code for autonomous coding tasks, code review, and infrastructure generation end-to-end
+- **Internal prompt libraries** — building versioned, reusable prompt libraries that encode your team's standards and patterns so every engineer benefits from collective knowledge
+- **Autonomous AI agents** — designing multi-agent pipelines that handle repetitive ops tasks, security audits, and compliance checks without human-in-the-loop for every step
+- **AI-native team transformation** — helping engineering orgs move from "AI as a tool" to "AI as a team member": workflows, guardrails, evaluation loops, and culture
+- **LLM-powered platform tooling** — embedding LLMs into internal developer platforms to reduce toil and accelerate onboarding
+
+If you're thinking about how to actually operationalize AI in your engineering org — not just add a chatbot — let's talk.
+
+---
+
## 📊 GitHub Stats
@@ -79,7 +101,7 @@ Security & Compliance
## 📬 Let's Work Together
-Dealing with messy infrastructure, security gaps, or just need to go faster? Reach out.
+Dealing with messy infrastructure, security gaps, AI transformation, or just need to go faster? Reach out.
From bc810f55a9e05079f11c0a814761069820cc12b7 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 3 May 2026 19:38:25 +0000
Subject: [PATCH 2/4] Replace LangChain with Claude Skills; add link-check
GitHub Actions workflow
Agent-Logs-Url: https://github.com/nitrocode/nitrocode/sessions/5dc583cf-a8e7-4cd6-93e6-63762ea0aee0
Co-authored-by: nitrocode <7775707+nitrocode@users.noreply.github.com>
---
.github/workflows/link-check.yml | 33 ++++++++++++++++++++++++++++++++
README.md | 3 ++-
2 files changed, 35 insertions(+), 1 deletion(-)
create mode 100644 .github/workflows/link-check.yml
diff --git a/.github/workflows/link-check.yml b/.github/workflows/link-check.yml
new file mode 100644
index 0000000..fac3f44
--- /dev/null
+++ b/.github/workflows/link-check.yml
@@ -0,0 +1,33 @@
+name: Link Check
+
+on:
+ push:
+ branches: [main]
+ pull_request:
+ branches: [main]
+ schedule:
+ # Run weekly on Monday at 08:00 UTC to catch links that rot over time
+ - cron: "0 8 * * 1"
+ workflow_dispatch:
+
+jobs:
+ link-check:
+ name: Check links and images
+ runs-on: ubuntu-latest
+ steps:
+ - name: Checkout
+ uses: actions/checkout@v4
+
+ - name: Check links and images
+ uses: lycheeverse/lychee-action@v2
+ with:
+ args: >
+ --verbose
+ --no-progress
+ --exclude-loopback
+ --exclude "https://komarev.com"
+ --exclude "https://streak-stats.demolab.com"
+ --exclude "https://github-readme-stats.vercel.app"
+ --exclude "https://readme-typing-svg.demolab.com"
+ README.md
+ fail: true
diff --git a/README.md b/README.md
index 11c94d3..a1bdc90 100644
--- a/README.md
+++ b/README.md
@@ -59,8 +59,8 @@ Security & Compliance
AI & Agents

+

-
@@ -73,6 +73,7 @@ I've gone deep on making AI a core part of how engineering teams operate — not
**What that looks like in practice:**
- **Claude Code & agentic workflows** — using Claude Code for autonomous coding tasks, code review, and infrastructure generation end-to-end
+- **Claude Skills** — building custom Claude Skills that plug domain-specific knowledge and tooling directly into developer workflows
- **Internal prompt libraries** — building versioned, reusable prompt libraries that encode your team's standards and patterns so every engineer benefits from collective knowledge
- **Autonomous AI agents** — designing multi-agent pipelines that handle repetitive ops tasks, security audits, and compliance checks without human-in-the-loop for every step
- **AI-native team transformation** — helping engineering orgs move from "AI as a tool" to "AI as a team member": workflows, guardrails, evaluation loops, and culture
From a960dad97dc9dc013478ab829be33169c338b348 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 3 May 2026 19:50:28 +0000
Subject: [PATCH 3/4] Add AGENTS.md and symlink CLAUDE.md to it
Agent-Logs-Url: https://github.com/nitrocode/nitrocode/sessions/847e5034-9d59-4ed1-a33e-1df65fc7f8c4
Co-authored-by: nitrocode <7775707+nitrocode@users.noreply.github.com>
---
AGENTS.md | 94 +++++++++++++++++++++++++++++++++++++++++++++++++++++++
CLAUDE.md | 1 +
2 files changed, 95 insertions(+)
create mode 100644 AGENTS.md
create mode 120000 CLAUDE.md
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 0000000..09adb78
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,94 @@
+# AGENTS.md
+
+Context and conventions for AI coding agents (Claude Code, GitHub Copilot, etc.) working in this repository.
+
+---
+
+## Repository Purpose
+
+This is a GitHub profile README repository. The `README.md` is displayed publicly on [github.com/nitrocode](https://github.com/nitrocode). It functions as a portfolio and professional landing page.
+
+---
+
+## Owner
+
+**RB** — Cloud Architect, CEO of RB Consulting.
+
+Focus areas:
+- AWS multi-account architectures, FinOps
+- Infrastructure as Code (Terraform, OpenTofu)
+- Platform Engineering (Kubernetes, GitOps, internal developer platforms)
+- AI-native engineering teams and agentic workflows
+- Security: policy enforcement, compliance automation, zero-trust
+- Leadership: project management, team building, client advisory
+
+---
+
+## Writing Style
+
+Write in a direct, technical, first-person voice. Match the tone already established in `README.md`.
+
+**Avoid these AI writing artifacts:**
+- Filler openers: "Certainly!", "Of course!", "Great question!", "Happy to help!"
+- Redundant summaries that restate what was just said
+- Hedge phrases: "I'll help you with that", "Let me assist you"
+- Excessive em-dashes and parenthetical asides
+- Vague superlatives: "cutting-edge", "robust", "seamless", "game-changer"
+- Passive constructions where active voice reads better
+- Bullet lists that pad short ideas into three-word fragments
+
+**Preferred patterns:**
+- Short sentences. Active voice.
+- Technical precision over marketing language
+- Concrete examples over abstract claims
+- If something can be said in one sentence, use one sentence
+
+---
+
+## Content Guidelines
+
+- Keep the profile focused on Cloud, IaC, Platform Engineering, and AI-native engineering
+- Highlight Claude Code and Claude Skills — these are current, in-use tools, not just listed buzzwords
+- Do not add LangChain, CrewAI, or similar orchestration frameworks unless RB explicitly requests them
+- Do not add technologies or skills that are not already present in the README unless explicitly asked
+- Badges use `style=for-the-badge` and pull colors from each tool's official brand palette
+- The "If you touched it twice, it should be code." quote is intentional — do not modify or remove it
+- The profile links (Resume, Blog, Contact) point to: `https://0xfeed.gitlab.io/resume.html`, `https://0xfeed.gitlab.io`, and `https://bit.ly/2K7e76D` respectively
+
+---
+
+## Link and Image Health
+
+A weekly GitHub Actions workflow (`.github/workflows/link-check.yml`) uses [lychee](https://github.com/lycheeverse/lychee-action) to verify all links and images in `README.md`.
+
+Dynamic badge widgets are excluded from checks because they return SVG rather than standard HTTP responses:
+- `https://komarev.com`
+- `https://streak-stats.demolab.com`
+- `https://github-readme-stats.vercel.app`
+- `https://readme-typing-svg.demolab.com`
+
+If adding a new link or image, make sure it resolves to a stable URL. Avoid short-lived demo URLs or localhost references.
+
+---
+
+## File Structure
+
+```
+README.md — public GitHub profile page
+AGENTS.md — this file; AI agent context and conventions
+CLAUDE.md -> AGENTS.md (symlink)
+LICENSE
+.github/
+ workflows/
+ link-check.yml — weekly dead-link/image checker
+```
+
+---
+
+## What Agents Should Not Do
+
+- Do not rewrite large portions of `README.md` speculatively — make targeted, minimal changes
+- Do not add sections, stats widgets, or third-party integrations without being asked
+- Do not remove the GitHub Stats or Streak sections
+- Do not commit secrets, tokens, or personal contact details not already in the file
+- Do not change badge colors or styles without an explicit reason
diff --git a/CLAUDE.md b/CLAUDE.md
new file mode 120000
index 0000000..47dc3e3
--- /dev/null
+++ b/CLAUDE.md
@@ -0,0 +1 @@
+AGENTS.md
\ No newline at end of file
From 00cff4065a1a62d84005e9edf1a384b248b25333 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 3 May 2026 19:53:56 +0000
Subject: [PATCH 4/4] Add renovate.json5, pin actions to SHAs, update AGENTS.md
Agent-Logs-Url: https://github.com/nitrocode/nitrocode/sessions/21969f05-3def-4efb-8700-57c6c6af7739
Co-authored-by: nitrocode <7775707+nitrocode@users.noreply.github.com>
---
.github/workflows/link-check.yml | 4 ++--
AGENTS.md | 15 ++++++++++++++-
renovate.json5 | 9 +++++++++
3 files changed, 25 insertions(+), 3 deletions(-)
create mode 100644 renovate.json5
diff --git a/.github/workflows/link-check.yml b/.github/workflows/link-check.yml
index fac3f44..0f12055 100644
--- a/.github/workflows/link-check.yml
+++ b/.github/workflows/link-check.yml
@@ -16,10 +16,10 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout
- uses: actions/checkout@v4
+ uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
- name: Check links and images
- uses: lycheeverse/lychee-action@v2
+ uses: lycheeverse/lychee-action@8646ba30535128ac92d33dfc9133794bfdd9b411 # v2.8.0
with:
args: >
--verbose
diff --git a/AGENTS.md b/AGENTS.md
index 09adb78..a7861fc 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -77,6 +77,7 @@ If adding a new link or image, make sure it resolves to a stable URL. Avoid shor
README.md — public GitHub profile page
AGENTS.md — this file; AI agent context and conventions
CLAUDE.md -> AGENTS.md (symlink)
+renovate.json5 — Renovate config; inherits best-practices, pins actions to SHAs
LICENSE
.github/
workflows/
@@ -85,7 +86,19 @@ LICENSE
---
-## What Agents Should Not Do
+## Dependency Management
+
+GitHub Actions are pinned to full commit SHAs (`uses: owner/action@
# vX.Y.Z`). Renovate manages these via `renovate.json5`, which inherits `config:best-practices` and sets `pinDigests: true`.
+
+When adding a new workflow step, pin the action to its SHA and add a version comment. Find the SHA with:
+
+```sh
+gh api repos///git/ref/tags/ --jq '.object.sha'
+```
+
+---
+
+
- Do not rewrite large portions of `README.md` speculatively — make targeted, minimal changes
- Do not add sections, stats widgets, or third-party integrations without being asked
diff --git a/renovate.json5 b/renovate.json5
new file mode 100644
index 0000000..5907b97
--- /dev/null
+++ b/renovate.json5
@@ -0,0 +1,9 @@
+{
+ $schema: "https://docs.renovatebot.com/renovate-schema.json",
+ extends: [
+ "config:best-practices",
+ ],
+ // Pin GitHub Actions to full commit SHAs for supply-chain security.
+ // Renovate will keep the pinned SHAs and version comments up to date.
+ pinDigests: true,
+}