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Developer Tools

How do you migrate from CocoaPods to SwiftPM without losing visibility?

A step by step checklist for moving an iOS app from CocoaPods to Swift Package Manager while keeping an accurate record of every dependency and version.

Oct 18, 20263 min read
Developer Tools

Which metrics show an AI code review tool is actually working?

Track comment acceptance, escaped defects, time to fix and review load, not comment counts. Five measures show whether AI code review reduces risk.

Oct 18, 20264 min read
Developer Tools

Squash, rebase or merge commit: what each does to signatures

GitHub's three merge methods change history, authorship and signature status differently. What to pick if you require signed commits and linear history.

Oct 18, 20263 min read
Developer Tools

Memory safety checks in CI: what to run, in what order

A practical CI plan for C and C++ projects: warnings, hardened builds, sanitizers and dependency checks, ordered by cost and by what each one catches.

Oct 18, 20263 min read
Developer Tools

Memory-safe languages for firmware: a cautious adoption plan

CISA and NSA published guidance on memory-safe languages in June 2025. A cautious way for embedded teams to start, with limits you should check first.

Oct 18, 20263 min read
Developer Tools

How do you measure security tool adoption without vanity metrics?

Count repos with a recent successful scan, findings fixed in window and disputes resolved, not logins or scans run. Here are adoption metrics that hold up.

Oct 18, 20263 min read
Developer Tools

How do you measure scanner coverage across all your repositories?

Coverage is the share of repos with a recent, successful, meaningful scan. How platform teams define, collect and report it, including the API angle.

Oct 18, 20263 min read
Developer Tools

MCUboot swap or direct-XIP: which update mode fits your device?

MCUboot can swap images between slots, run the newest image in place with direct-XIP, or load to RAM. How the modes differ and what each costs.

Oct 18, 20263 min read
Developer Tools

Maven or Gradle: which pinning controls should I use?

A decision table for Java dependency pinning: dependencyManagement, BOMs, Enforcer, Gradle constraints, locking and verification, and what each controls.

Oct 18, 20263 min read

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