Automating Code Reviews for Salesforce Apps

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This document discusses automating code reviews for Salesforce apps. It introduces Clayton, a tool that connects to GitHub or Bitbucket to automatically review pull requests and check for code quality issues. Clayton runs reviews in seconds and provides inline comments. The document outlines benefits of code reviews, how Clayton works, and some results from its use, including a project that reduced defects from 7% to 1% after two months using Clayton. It encourages readers to try Clayton and provide feedback.

Technology

AUTOMATING CODE REVIEWS
FOR SALESFORCE APPS
LORENZO FRATTINI

ABOUT ME
LORENZO FRATTINI
▸ Not very photogenic
▸ Salesforce Certiﬁed Technical
Architect
▸ 10+ years experienced in
Professional Services
▸ Strong focus on Agile & DevOps
▸ Based in London, UK
▸ Creator of Clayton.io

AS A TECHNICAL ARCHITECT,
WHAT’S THE #1 THING YOU
DO ON ANY PROJECT?

PUT CODE REVIEWS IN PLACE.
MY ANSWER NORMALLY IS

CODE REVIEWS
BENEFITS OF CODE REVIEWS
▸ Enforce standards, promote internal consistency
▸ Make your code better
▸ Early issue detection
▸ Simple, yet very effective
▸ Slowly erode your technical debt
▸ Promote a culture in which code quality matters

CODE REVIEWS
HOW TO DO CODE REVIEWS?
▸ Use a checklist
▸ Simple Git workﬂow
▸ Build your feature on a
branch
▸ Pull request
▸ Comments on the pull
request diff
My code review checklist available at https://github.com/eroispaziali/force-code-review-checklists

AUTOMATING CODE REVIEWS
CLAYTON: IN A NUTSHELL
▸ Connects to GitHub or Bitbucket and
acts as a gatekeeper to block bad code
from slipping into your repository
▸ 100% cloud based, nothing to install
▸ Conﬁgure your own standards
▸ A code review is triggered every time a
pull request is created/updated
▸ Review completed in seconds with
pass-or-fail result
▸ Inline comments on the diff

CLAYTON
SOME RESULTS
▸ First prototype presented at Dreamforce
16, now available to the public
▸ 27 million lines reviewed
▸ It works! The project on the right is an
AppExchange product
▸ ~500,000 lines of code
▸ ~10 pull requests per day (average)
▸ 20 active developers
▸ From 7% to 1% defect density in 2
months

CLAYTON
SOME FEATURES
▸ GitHub and Bitbucket
▸ Detects and reviews Apex
▸ Support for teams
▸ Insights
▸ Historic issue distribution
▸ Track team quality of contributions, per project
▸ On the roadmap
▸ Visualforce
▸ Lightning
▸ Dynamic Code Analysis

GET INVOLVED
ARE YOU INTERESTED?
▸ Reach out on Twitter @lofrattini
▸ Try Clayton! Go on www.clayton.io and create an account
▸ Share your feedback and suggestions

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The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more. Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/ Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.

Epistemic Interaction - tuning interfaces to provide information for AI support

Alan Dix

Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024 https://alandix.com/academic/papers/synergy2024-epistemic/ As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.

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