Jira Backlog Hierarchy: Moving Beyond Linear Lists
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Jira Backlog Hierarchy: Moving Beyond Linear Lists

2 Sept 2026
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Today's Intelligence

Kotlin Multiplatform's expect/actual is the wrong default
DevelopersSep 2

Kotlin Multiplatform's expect/actual is the wrong default

New KMP teams learn expect/actual first, but it creates module knots. It's a tool for specific jobs, not a default.

Builder Action:Avoid using expect/actual as the default for platform-specific code. Prioritize pure Kotlin logic and dependency injection for cleaner shared modules. Leverage libraries like Ktor and kotlinx.serialization to minimize custom platform code.
AI Tools Accelerate Beginner HTML Learning with Custom Challenges
DevelopersSep 2

AI Tools Accelerate Beginner HTML Learning with Custom Challenges

AI assistants provide personalized practice problems and code feedback, transforming solo web development learning.

Builder Action:Developers can leverage AI to generate custom HTML practice challenges, mimicking real-world layouts and pushing beyond basic syntax. AI provides instant feedback on semantic correctness and structure, accelerating the learning curve for beginners and reinforcing best practices through iterative coding and revision.
Software Factories Emerge: AI Co-Pilots Merge 1000+ PRs Weekly
DevelopersSep 2

Software Factories Emerge: AI Co-Pilots Merge 1000+ PRs Weekly

Companies like Stripe and Uber are automating code generation and merging, signaling a seismic shift in engineering workflows.

Builder Action:Developers must adapt to managing and orchestrating AI agents rather than solely writing code. Expect new roles focused on AI system design, prompt engineering, and quality assurance for automated code. Familiarize yourself with agent frameworks like LangChain or AutoGen to stay ahead.
OratoPractice speaking with AI for improved communication skills.
paidDiscovered
SuperagentBuild and deploy AI agents with a no-code interface, inspired by Claude.
paidDiscovered
Video Agent by FotorCreate and edit precision motion graphics and video using chat.
paidDiscovered
Interactive SessionsDrive the full SDLC with AI agents, step by step.
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Murfy AIWrite, review, and publish to arXiv 10x faster.
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