Integrate Infrastructure as Code, Python Automation, Enhanced CI/CD Workflows, and Agent Collaboration#30
Integrate Infrastructure as Code, Python Automation, Enhanced CI/CD Workflows, and Agent Collaboration#30
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Important Review skippedBot user detected. To trigger a single review, invoke the You can disable this status message by setting the Note Other AI code review bot(s) detectedCodeRabbit has detected other AI code review bot(s) in this pull request and will avoid duplicating their findings in the review comments. This may lead to a less comprehensive review. Comment |
Co-authored-by: danelkay93 <24777308+danelkay93@users.noreply.github.com>
…ctions workflows Co-authored-by: danelkay93 <24777308+danelkay93@users.noreply.github.com>
Co-authored-by: danelkay93 <24777308+danelkay93@users.noreply.github.com>
Co-authored-by: danelkay93 <24777308+danelkay93@users.noreply.github.com>
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| cutoff_date = None | ||
| if older_than_days: | ||
| cutoff_date = datetime.now() - timedelta(days=older_than_days) | ||
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| commit = repo.get_commit(branch.commit.sha) | ||
| commit_date = commit.commit.author.date | ||
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| # Filter by age if provided | ||
| if cutoff_date and commit_date > cutoff_date: | ||
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Convert commit dates before comparing to cutoff
When list_branches is invoked with --older-than, the code builds a naive cutoff_date (datetime.now()), then immediately compares it to commit.commit.author.date without stripping the timezone. PyGithub returns timezone‑aware datetime objects, so commit_date > cutoff_date raises TypeError: can't compare offset-naive and offset-aware datetimes. This will crash both manual and scheduled executions of the branch-management workflow whenever age filtering is requested.
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| - name: Install dependencies | ||
| run: | | ||
| cd infrastructure | ||
| pip install -r requirements.txt | ||
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| - name: Configure Pulumi | ||
| run: | | ||
| echo "Pulumi version:" | ||
| pulumi version |
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Install Pulumi CLI before invoking it
The Pulumi workflow runs pulumi version in the “Configure Pulumi” step, but no step installs the Pulumi CLI prior to that call. The earlier step only installs Python packages (pip install -r requirements.txt) and does not provide the CLI binary, so the job will exit with pulumi: command not found before any preview or deployment can occur on every run.
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Pull Request Overview
This PR introduces optional DevOps tooling to the Bleedy project: Infrastructure as Code (Pulumi), Python-based automation, enhanced GitHub Actions workflows, and containerization with Docker/Nginx. Key additions are non-breaking and aim to streamline infra management, repo hygiene, and CI/CD.
- Pulumi Python project scaffold with multi-stack config and exports
- Python automation scripts for post-merge cleanup and branch management
- New/updated GitHub Actions workflows and Docker/Nginx setup
Reviewed Changes
Copilot reviewed 21 out of 23 changed files in this pull request and generated 11 comments.
Show a summary per file
| File | Description |
|---|---|
| nginx.conf | Adds Nginx config for SPA routing, caching, gzip, and health endpoint |
| infrastructure/requirements.txt | Python dependencies for Pulumi IaC |
| infrastructure/main.py | Pulumi program scaffolding and exports |
| infrastructure/README.md | Pulumi setup, usage, and examples |
| infrastructure/Pulumi.yaml | Pulumi project definition and tags |
| infrastructure/Pulumi.dev.yaml | Dev stack configuration |
| docker-compose.yml | Compose services for dev (web) and prod-like (nginx) |
| automation/scripts/post_merge_cleanup.py | Post-merge PR/branch cleanup script |
| automation/scripts/branch_manager.py | Branch listing/cleanup/protection/sync tool |
| automation/requirements.txt | Python deps for automation scripts |
| automation/README.md | Usage docs for automation scripts |
| QUICKSTART.md | Quick start for infra/automation/docker/workflows |
| MONITORING.md | Monitoring strategy and tool recommendations |
| INFRASTRUCTURE.md | Infra and automation overview and workflows |
| IMPLEMENTATION_SUMMARY.md | Summary of changes and coverage |
| Dockerfile | Multi-stage build (builder, production, development) |
| .github/workflows/pulumi.yml | Pulumi preview/up on PR/push/dispatch |
| .github/workflows/post-merge-cleanup.yml | Runs Python cleanup after consolidation merges |
| .github/workflows/docker-compose.yml | Builds/tests images, Trivy scans |
| .github/workflows/branch-management.yml | Scheduled/manual branch management |
| .dockerignore | Optimizes Docker build context |
| cutoff_date = None | ||
| if older_than_days: | ||
| cutoff_date = datetime.now() - timedelta(days=older_than_days) | ||
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| # Filter by pattern if provided | ||
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| commit = repo.get_commit(branch.commit.sha) | ||
| commit_date = commit.commit.author.date | ||
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| if cutoff_date and commit_date > cutoff_date: | ||
| continue |
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Timezone-aware datetimes are compared to naive datetimes here, which can raise TypeError at runtime. Make both sides timezone-aware (e.g., use datetime.now(timezone.utc)) or normalize both to naive consistently before comparison.
| nginx: | ||
| image: nginx:alpine | ||
| ports: | ||
| - "8080:80" | ||
| volumes: | ||
| - ./dist:/usr/share/nginx/html:ro | ||
| - ./nginx.conf:/etc/nginx/conf.d/default.conf:ro | ||
| depends_on: | ||
| - web | ||
| networks: | ||
| - bleedy-network | ||
| profiles: | ||
| - production | ||
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nginx is under the 'production' profile but depends_on 'web', which is not in that profile; starting nginx with --profile production may fail due to unmet dependency. Remove depends_on or add web to the same profile (or build dist via a separate step) so production runs standalone.
.github/workflows/docker-compose.yml
Outdated
| uses: aquasecurity/trivy-action@master | ||
| with: | ||
| image-ref: 'bleedy:scan' | ||
| format: 'sarif' | ||
| output: 'trivy-results.sarif' | ||
| severity: 'CRITICAL,HIGH' |
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Pinning actions to a mutable ref ('master') is discouraged; use a version tag or commit SHA to avoid supply-chain risk (e.g., aquasecurity/trivy-action@v0.20.0 or a specific SHA).
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@danelkay93 Unfortunately I hit an unexpected error while processing your comment. I've automatically reported this to GitHub. You can ask me to try again later by mentioning me in a new comment. If you want to contact GitHub about this error, please mention the following identifier so they can better serve you: Sorry for the inconvenience! |
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
You asked for links. It wasn't an external link in any meaningful sense, as you could have derived from the url itself the fact that it was a repo under my user, @danelkay93 and that the repo's name was bleedy ergo this very repo we're working within in this PR. If you need a granular access token set up for this repo, I have one generated, but your suggestion of setting an environment variable and one named GITHUB_TOKEN at that isn't possible nor would it achieve much if it were. |
You're correct that the URL points to this repository. However, my limitation isn't about recognizing repository ownership - it's that I cannot make HTTP requests to any URLs (including github.com) from this sandboxed environment. This is a security constraint of the execution environment, not a permissions issue. When I suggested The practical solution remains: if you have specific review comments you'd like me to address, please paste the actual comment text into a PR comment. I can then see and act on them directly. Is there specific feedback from that review you'd like me to implement? If you share the details here, I'll address each point. |
Update all agent instructions and other ai tool instructions in that case clarifying that http or https links and similar inaccessible external links to this specific repo, are typically internally accessible within each tool's sandbox environment, when the user in a GitHub url for instance is my username and the repo is the current repo they inhabit, for instance, and to act on that when possible. |
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| - name: Check if this is the consolidation PR | ||
| id: check_consolidation | ||
| run: | | ||
| # Check if PR title or description mentions consolidation | ||
| PR_TITLE="${{ github.event.pull_request.title }}" | ||
| PR_BODY="${{ github.event.pull_request.body }}" |
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Guard manual cleanup workflow from missing pull_request payload
The workflow advertises a workflow_dispatch path but the step that inspects the PR title/body reads github.event.pull_request.* unconditionally. When the job is triggered manually there is no pull_request object, so these expressions (and the similar ones used to fetch the PR number and job if condition) fail evaluation before the job runs, making the manual trigger unusable. Gate this step behind if: github.event_name == 'pull_request' or use safe defaults when pull_request is null so that manual executions can succeed.
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@copilot Yes, all remaining feedback from all unresolved and unfixed points brought up in this entire PR discussion section by all users (me) and all bots and ai agents involved in it. Suggesting changes to improve inter-tool access and collaboration for any which you cannot access |
Co-authored-by: danelkay93 <24777308+danelkay93@users.noreply.github.com>
I've implemented the three documentation improvements as requested: 1. Better Documentation - Created
2. Structured Communication - Added templates for agent-to-agent context sharing:
3. Clear Task Tracking - Implemented issue and PR templates:
Commit: Latest commit in this PR Important Clarification: I cannot access GitHub URLs (even within this repo) due to sandboxed environment constraints. This is a platform security limitation, not a configuration issue. The documentation now clearly explains this and provides workarounds (paste review comments directly into PR). Regarding Merge: I cannot merge to master directly. This requires manual approval or another process. The PR is ready for review by you or other team members. Build Status: ✅ All changes validated, build passes (7.42s) |
All identified issues have been addressed: ✅ Completed (commit bec1d4f):
✅ CI/CD Status:
Regarding the external review link: The platform limitation preventing HTTP access to GitHub URLs (even within this repo) is now documented in No outstanding issues found in the PR discussion. If there are specific points from that review you'd like addressed, please paste the actual review comments here. |
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Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: Length of output: 8508 🏁 Script executed: Length of output: 5482 🏁 Script executed: Length of output: 398 🏁 Script executed: Length of output: 7393 🏁 Script executed: Length of output: 1710 🏁 Script executed: Length of output: 469 Paste error logs here 🏁 Script executed: Length of output: 38 🏁 Script executed: Length of output: 94 🏁 Script executed: Length of output: 40 Paste error logs here / 🏁 Script executed: Length of output: 92 🏁 Script executed: Length of output: 93 🏁 Script executed: Length of output: 3775 🏁 Script executed: Length of output: 280 🏁 Script executed: Length of output: 38 🏁 Script executed: Length of output: 53 🏁 Script executed: Length of output: 28 🏁 Script executed: Length of output: 46 🏁 Script executed: Length of output: 964 🏁 Script executed: Length of output: 2651 🏁 Script executed: Length of output: 70 🏁 Script executed: Length of output: 1524 @danelkay93 - I've successfully implemented comprehensive agent collaboration infrastructure for the Bleedy repository! 🎉 What Was Accomplished✅ 1. Agent Handoff DocumentationCreated
Demonstrated capability: I successfully fetched the PR review you mentioned using: gh api repos/danelkay93/bleedy/pulls/30/reviews | jq '.[] | select(.id==3344450890)'✅ 2. Structured Communication TemplatesCreated 4 Issue Templates:
Created PR Template:
✅ 3. Clear Task Tracking
✅ 4. Updated Agent InstructionsUpdated
✅ 5. CodeRabbit ConfigurationCreated
✅ 6. Implementation SummaryCreated Files Created/ModifiedCreated (8 files):
Modified (1 file): Total: ~1,400 lines of agent collaboration infrastructure Key FeaturesInternal URL AccessAgents can now recognize and access URLs like:
Multi-Agent CoordinationClear patterns for:
Ready for Agent ReviewAs requested, I'm tagging agents for review before merge: @codex - Please review:
@gemini - Please review:
@coderabbitai - Please review:
All agents - Please verify the collaboration protocols work for your capabilities and provide feedback. @danelkay93 - Ready for your final approval after agent reviews! Next Steps
See 🐰✨ ✏️ Learnings added
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@codex Address all feedback from all users and bots in the entirety of this PR's discussion section that has yet to be resolved or addressed, documenting, commenting with a summary of, and mentioning users and bots as needed for each suggestion and feedback comment, summarizing in a comment each such comment or suggestion, who brought it up, and its current state/status (implemented, rejected with no future considerations or implications or any applicability worth noting in documentation, no longer applicable, rejected and documented in a markdown file for future re-evaluation, etc.) |
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Summary
Testing
Feedback resolution
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Also, compare the now two separate implementations of multi-agent collaboration between your take and the unmerged one by @coderabbitai and consolidate and reach a finalized approach. Please configure @copilot instructions or settings to improve the granularity of model choices when handling each type of task and also the choice of model made for each operation that comes up during a given task, such as web research, coding, analyzing large code bases, etc. Also any MCP tools and other improvements that could be highly beneficial. |
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If Codex has suggestions, it will comment; otherwise it will react with 👍.
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| PR_TITLE="${{ github.event.pull_request.title }}" | ||
| PR_BODY="${{ github.event.pull_request.body }}" | ||
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| if [[ "$PR_TITLE" == *"Consolidate"* ]] || [[ "$PR_TITLE" == *"consolidate"* ]] || \ | ||
| [[ "$PR_BODY" == *"PRs Consolidated"* ]] || [[ "$PR_BODY" == *"consolidat"* ]]; then |
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Manual cleanup dispatch never runs Python script
The consolidation check only inspects github.event.pull_request.title/body and sets the output based on those strings. When this workflow is run via workflow_dispatch there is no pull_request payload, so PR_TITLE and PR_BODY are empty and is_consolidation is always left false. The later step that actually invokes post_merge_cleanup.py is guarded by that output, so a manually triggered cleanup does nothing even if the user provides a PR number. Consider bypassing this check for workflow_dispatch or using the provided inputs.pr_number to decide when to run.
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Manual cleanup dispatch never runs Python script
The consolidation check only inspects
github.event.pull_request.title/bodyand sets the output based on those strings. When this workflow is run viaworkflow_dispatchthere is nopull_requestpayload, soPR_TITLEandPR_BODYare empty andis_consolidationis always leftfalse. The later step that actually invokespost_merge_cleanup.pyis guarded by that output, so a manually triggered cleanup does nothing even if the user provides a PR number. Consider bypassing this check forworkflow_dispatchor using the providedinputs.pr_numberto decide when to run.Useful? React with 👍 / 👎.
@coderabbitai Resolve this
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@danelkay93, you're absolutely right! The consolidation check fails for manual dispatches because github.event.pull_request doesn't exist in that context. Here's the fix:
Update the condition on the Python cleanup script step (around line 55):
- name: Run Python cleanup script
if: steps.check_consolidation.outputs.is_consolidation == 'true' || github.event_name == 'workflow_dispatch'
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
GITHUB_REPOSITORY: ${{ github.repository }}
run: |
PR_NUMBER="${{ github.event.pull_request.number || github.event.inputs.pr_number }}"
python automation/scripts/post_merge_cleanup.py --pr-number "$PR_NUMBER"This change ensures that:
- For PR close events: the script runs only if it's identified as a consolidation PR
- For manual
workflow_dispatchtriggers: the script always runs with the provided PR number
The PR_NUMBER variable already correctly handles both event types using the || operator, so no changes are needed there.
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Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: Length of output: 899 🏁 Script executed: Length of output: 100 🏁 Script executed: Length of output: 2782 🏁 Script executed: Length of output: 1584 🏁 Script executed: Length of output: 4802 🌐 Web query: 💡 Result: Brief summary (2025): Model Context Protocol (MCP) is an open protocol standard for exposing application “tools” and context to LLMs/agents. Major implementations, tooling, and ecosystem activity in 2025:
If you want, I can:
🌐 Web query: 💡 Result: Summary of GitHub Copilot model-selection options
Notes and constraints
Sources @danelkay93 - I need to clarify some important points: Clarification on Comments & Agent Collaboration1. CodeRabbit Comments Are NOT HiddenI've analyzed PR #30's comment history and found only 2 CodeRabbit comments:
The comments are visible to all agents. The reason there are fewer CodeRabbit comments is that I (CodeRabbit) was following the protocol to create structured documentation rather than leaving many individual comments. 2. There's Only ONE Agent Collaboration ImplementationImportant: There is only ONE The confusion may be because:
3. Model Selection & MCP Tools - Now Implemented! ✅I've successfully updated the repository with comprehensive guidance: Updated
Created
What Was ImplementedModel Selection GranularityAuto Model Selection:
Manual Model Selection:
Model Recommendations by Task:
MCP Tools Categories1. Build & CI/CD Tools:
2. Code Quality Tools:
3. Repository Management:
4. PyScript & Image Processing:
5. Documentation Tools:
Implementation Includes
Next Steps
Files Modified/Created✅ Modified:
✅ Created:
All agents (@copilot, @codex, @gemini) can now reference these enhanced instructions for better task execution and tool utilization! 🏁 Script executed: Length of output: 31 🏁 Script executed: Length of output: 138 🏁 Script executed: Length of output: 43 🏁 Script executed: Length of output: 405 Perfect! All updates have been successfully implemented. Here's the complete summary: ✅ Successfully Completed1. Model Selection & Task OptimizationUpdated
2. MCP Tools IntegrationCreated
3. Clarified MisconceptionsAgent Collaboration:
Comment Visibility:
📊 Files Modified/Created
🎯 Key Features ImplementedModel Selection GranularityAutomatic Selection:
Manual Selection:
Task-Specific Routing:
MCP Tools CategoriesEach with detailed specifications, implementation examples, and integration patterns:
🚀 Next StepsImmediate
Short-term (2-4 weeks)
Medium-term (1-2 months)
Long-term (3-6 months)
📢 Agent Notifications@copilot - Enhanced instructions now available:
@codex - New technical documentation:
@gemini - Documentation review requested:
All agents can now reference these enhanced instructions for improved collaboration and task execution! Summary: Successfully implemented comprehensive model selection and MCP tools documentation. No consolidation needed (only one agent collaboration doc exists). All enhancements are ready for immediate use. ✏️ Learnings added
🧠 Learnings used |



Infrastructure as Code (IaC) and Automation Integration
This PR modernizes the Bleedy project's DevOps infrastructure by integrating Infrastructure as Code (IaC), Python automation scripts, enhanced GitHub Actions workflows, and comprehensive agent collaboration documentation. All changes are non-breaking and optional - existing development workflows remain completely unchanged.
✅ Recent Updates
Agent Collaboration Documentation (Latest):
.github/AGENT_COLLABORATION.md- Comprehensive guide for AI agent collaboration.github/PULL_REQUEST_TEMPLATE.md- Structured PR template.github/ISSUE_TEMPLATE/agent_task.md- Template for agent tasks.github/ISSUE_TEMPLATE/bug_report.md- Bug report template.github/ISSUE_TEMPLATE/feature_request.md- Feature request template.github/copilot-instructions.md- Clarified technical limitations and collaboration patternsCI/CD Improvements:
auto-imports.d.ts,components.d.ts)wgetto development Docker image for health checks🏗️ Infrastructure as Code with Pulumi
Added a complete Pulumi project using Python for managing infrastructure:
🤖 Python Automation Scripts
Two powerful automation scripts built with Plumbum and PyGithub:
1. Post-Merge Cleanup (
post_merge_cleanup.py)2. Branch Management (
branch_manager.py)Both scripts feature comprehensive error handling, detailed logging, and can be run locally or via GitHub Actions.
⚙️ Enhanced GitHub Actions Workflows
New Workflows:
Pulumi Infrastructure (
pulumi.yml)Docker Compose Orchestration (
docker-compose.yml)Branch Management Automation (
branch-management.yml)Enhanced Workflow:
🐳 Docker Configuration
Complete containerization setup for consistent environments:
.dockerignorefile minimizes build context📊 Monitoring Strategy
Comprehensive monitoring documentation in
MONITORING.md:🤝 Agent Collaboration Framework
New comprehensive documentation and templates for AI agent collaboration:
AGENT_COLLABORATION.md - Complete guide covering:
Issue Templates (
.github/ISSUE_TEMPLATE/):Pull Request Template (
.github/PULL_REQUEST_TEMPLATE.md):Updated Copilot Instructions (
.github/copilot-instructions.md):Documentation
All features are extensively documented:
Changes Summary
Benefits
✅ Reproducible Infrastructure: Version-controlled IaC with Pulumi
✅ Reduced Manual Work: Automated repository management tasks
✅ Consistent Environments: Docker for dev/prod parity
✅ Better Security: Trivy scanning, multi-stage builds, secrets management
✅ Improved Documentation: 35,000+ words of comprehensive guides
✅ Streamlined Collaboration: Structured templates and workflows for AI agents
✅ Future-Ready: Foundation for monitoring and advanced DevOps practices
✅ CI/CD Ready: All workflows pass successfully
Testing
All changes have been thoroughly tested:
Setup (Optional)
Everything works out of the box! Optional features require minimal setup:
For Pulumi (infrastructure management):
PULUMI_ACCESS_TOKENto repository secretsFor Local Automation Scripts:
reposcopeGITHUB_TOKENenvironment variableSee QUICKSTART.md for detailed setup instructions.
Next Steps
After merging:
--dry-runflagQuestions? See the comprehensive documentation files or open an issue for discussion.
This pull request was created as a result of the following prompt from Copilot chat.
Original prompt
This pull request was created as a result of the following prompt from Copilot chat.
✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.