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How much do reviews vary between runs?

This reviews each of four Modelplane PRs five times with the review bot, without posting, and measures each run's share of the distinct findings that the five runs raised between them. It then judges whether a maintainer would want each finding posted, and traces where each run lost the findings it didn't post. See modelplaneai/modelplane#622 for the results.

Files

• review-eval.yml is the workflow that runs the reviews. It's the review job from review.yml at 7f50acb, changed to run every entry in runs.json in parallel and to post nothing. Each run reviews the whole PR, which can be in another repo. It fetches each PR's context once, before any run starts, and leaves the bot's own reviews, and replies to them, out of it. The runs reported in the issue used an earlier version that fetched context in each job, so a

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Macros

Component	Cal	Protein	Carbs	Fat
Rice + lentils (1/5 batch)	300	13g	59g	1g
Fage 0% (1 cup)	130	23g	9g	0g
Harissa (4 tbsp)	40	0g	4g	2g
Fried onions (50g)	225	1g	12g	18g
Total	~700	~37g	~84g	~21g

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Crossplane Python SDK Design Spec

Overview

This document specifies a new user experience for Crossplane composition functions in Python. The goal is to provide a declarative, type-safe API that feels similar to Pulumi/Terraform while hiding protobuf complexity entirely.

Desired User Experience

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Transaction-based Package Coordination System Specification

Context and Problem Statement

GitHub Issue: crossplane/crossplane#6766

Current Problem: Crossplane's package manager makes incremental changes without validating complete operations upfront, leading to:

• No pre-flight validation of dependency resolution
• CRD/MRD conflicts discovered too late
• Risky complex operations with no guarantee of success

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PR Style Guide for LLM Agents

Git Commit and PR Style Guide

This guide helps LLM agents write git commits and pull requests in Nic Cope's style.

Git Commit Messages

Required Format

• Always include: Signed-off-by: Nic Cope

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package main

import (
        "bytes"
        "flag"
        "fmt"
        "io/fs"
        "log"
        "os"
        "path/filepath"

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apiVersion: apiextensions.crossplane.io/v1alpha1
kind: FunctionIO
# Optional arbitrary KRM-like resource. Each function in a pipeline will be
# called with its own function config (i.e. config is not pipelined).
config:
  apiVersion: database.example.org/v1alpha1
  kind: Config
  metadata:
    name: cloudsql
  spec:

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---
apiVersion: apiextensions.crossplane.io/v1
kind: Composition
metadata:
  name: leaktest
spec:
  writeConnectionSecretsToNamespace: crossplane-system
  compositeTypeRef:
    apiVersion: crossplane.io/v1alpha1
    kind: LeakTest

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00:11:48 [ .. ] verify dependencies have expected content
all modules verified
00:11:50 [ OK ] go modules dependencies verified
00:11:50 [ .. ] go test unit-tests
?   	github.com/crossplane/conformance/internal	[no test files]
=== RUN   TestCompositeResourceDefinition
    apiextensions_test.go:62: Created XRD "clusterconformances.test.crossplane.io"
=== RUN   TestCompositeResourceDefinition/BecomesEstablishedAndOffered
=== PAUSE TestCompositeResourceDefinition/BecomesEstablishedAndOffered
=== RUN   TestCompositeResourceDefinition/CRDIsCreatedForXR

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  - base:
      apiVersion: identity.aws.crossplane.io/v1alpha1
      kind: IAMPolicy
      spec:
        forProvider:
          description: "policy to access dynamodb table."
    patches:
      - type: PatchSet
        patchSetName: Metadata
      - fromFieldPath: "metadata.name"