534: Why Developers Are Obsessed with Budget LLMs (Jev, Luna, & more)

Discover the emerging classifier revolution with Jev—a radical new take on LLMs that ditches generation for lightning-fast categorization. Plus, deep dives into the latest model releases (Luna, GPT-6 Sol, Claude Opus 5.5), practical strategies for iterative AI development, and why specialized models are reshaping how we work with AI. Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

Apple's new iPhone Duo promises a game-changing foldable experience, but developers face a minefield of technical challenges. James and Frank break down the critical app adaptation work required—from handling multiple screen permutations to managing safe area insets and keyboard behavior—plus why native UI controls matter more than ever.  Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

In this week's episode, James and Frank dive deep into how their approach to working with AI models has fundamentally shifted over the past few months. We explore a game-changing realization: you don't always need the most expensive, powerful model for every task. Instead, they share a strategic two-part workflow—using high-reasoning models for deep research and planning (generating comprehensive documentation and analysis), then switching to tiny, blazingly-fast models like Baby Luna or MAI Code 1.1 Flash for implementation, cutting costs by 90-95% while maintaining nearly identical results. But the real breakthrough is HydraFusion, GitHub's new multi-model orchestration runtime that automatically selects the optimal execution pattern (single model, cascade of models, or independent critique model) for each request. The hosts reveal how this technology delivers Opus-level code quality at 70% lower costs while freeing developers from the constant task of model and reasoning selection. Whether you're concerned about AI costs, frustrated with benchmarking confusion, or curious about the next evolution in AI-assisted development, this episode reveals practical strategies to work smarter with models—and introduces a technology that could reshape how developers collaborate with AI entirely. Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

In Episode 531 James and Frank recount a near‑disastrous data loss when local recordings died seven minutes in, forcing them to rely on Zencastr's cloud-recovery button and a hopeful rescue email. They walk through the panic and the clever fix—using GitHub Copilot CLI/Baby Luna, FFmpeg and AI-assisted workflows to rebuild a muxed video, repair audio‑video drift, and underscore lessons about testing restores and trusting backups. Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

This episode kicks off with WinUI’s shift to open‑source‑first—what the GitHub‑centric workflow means for Windows devs—and James and Frank’s hands‑on tales modernizing apps, CI/CD, and the surprisingly smooth Microsoft Store pipeline. They then deep‑dive into Apple: M6 Mac mini and Mac Studio upgrades for local AI, Rosetta’s sunset and Intel‑Mac worries, foldable iPhone rumors, and possible Apple TV Thread/HDMI features—practical insights for choosing platforms and tooling. Note: We had issues with local recordings, so this is a cloud backup processed with Adobe Podcasts Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

In this update-packed episode James and Frank dive into developer tooling: the VS Code Mobile Canvas that embeds emulators into your editor, MAUI DevFlow’s rewrite enabling plain .NET/native (and desktop AppKit) support, and the growing MCP/agent ecosystem that ties editors, the Copilot app and CLI together. They share practical takeaways—Mobile Canvas works across frameworks, DevFlow supports non‑MAUI apps, agent instruction files matter, and you can automate Microsoft Store publishing—giving cross‑platform builders clear next steps. Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

In episode 528 James and Frank riff on software updates, AI-powered documentation and rapid app-building—covering a WebAssembly Oh My Posh demo, a LocalMorph/FFmpeg bridge, and MAUI-native builds—showing how AI can speed onboarding, re-theme UIs and generate CI/CD pipelines. They close with a lively debate on distribution—Homebrew vs app stores—sharing practical guidance on when to use package managers versus polished consumer releases, plus a playful detour into Frank’s FIRE calculators. Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

AI agents are revolutionizing mobile development! James and Frank explore GitHub's new Mobile Canvas extension that lets AI agents see and interact with iOS and Android apps in real-time, no matter what framework you're using. They discuss how this tool finally closes the feedback loop for native developers and break down the emerging plugin standard reshaping AI-assisted coding. Link: https://github.com/Redth/mobile-canvas-ghcp Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

In this episode, James and Frank dive deep into GitHub's biggest release in years: Stacked Pull Requests. Learn how this long-awaited feature finally solves the challenge of managing massive, complex code changes by breaking them into smaller, independently reviewable chunks while maintaining dependencies—plus discover how Merge Queues work alongside this innovation to streamline workflows in high-velocity projects. Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm

In this episode, James and Frank explore the bittersweet reality of experiencing cinema in 2026, starting with Frank's disappointing discovery that Seattle's Pacific Science Center—home to a true IMAX theater—has ditched its iconic 70mm film projection for digital laser technology. Despite Christopher Nolan's passionate advocacy for shooting on IMAX film, fewer theaters worldwide can actually deliver his intended experience, raising questions about whether premium cinema experiences are disappearing. The hosts dive deep into what made true IMAX special and the broader trend of losing analog, artisanal technologies in favor of digital convenience. Beyond cinema, the conversation spans the future of media itself: Xbox bringing 25-year-old original Xbox games to PC through emulation, the resurgence of physical media as streaming services become unreliable, and whether digital downloads or physical discs make sense anymore. Frank also showcases an incredibly impressive technical achievement—iCircuit's new Python programming support, which layers a Raspberry Pi Pico emulator atop a circuit simulator, all running in C# on your phone. It's a fascinating look at how we're preserving experiences, accessing the past, and building for the future across gaming, entertainment, and development. Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us ⭐⭐ Machine transcription available on http://mergeconflict.fm