Merge Conflict

In this episode James and Frank dive into running AI coding models locally versus in the cloud—BYOK/Open Router, VS Code’s chat/agent harness, model runners (Olama, vLLM), and the practicality of 27B models on a 3090 using 4‑bit quantization. They share hands-on takeaways—how recent engineering (MT/MTPLX) boosts inference to usable token rates, when auto model selection makes sense, cost and hardware trade‑offs, and why local models can liberate your workflow while still needing smarter, unified tooling.

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Frank: Twitter, Blog, GitHub

James: Twitter, Blog, GitHub

Merge Conflict: Twitter, Facebook, Website, Chat on Discord

Music : Amethyst Seer - Citrine by Adventureface

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Machine transcription available on http://mergeconflict.fm

James and Frank explore the future of developer workflows powered by AI agents, revealing how developers are shifting from coders to testers and product strategists. They dive into new research-planning-implementation cycles, GitHub's usage-based pricing changes, and why developers must think strategically about model choices and token costs. Plus, reflections on Apple's leadership transition and the need for bold hardware innovation.

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

After a quick round of Apple dev updates, James and Frank dive into Matter — why Frank went from skeptic to devotee and why it’s poised to fix IoT chaos. They break down how Matter (an app-layer protocol running over Wi‑Fi/IPv6) and Thread (an open mesh transport) simplify secure onboarding with QR/Bluetooth, enable true interoperability across Apple/Google/Amazon, and make DIY devices easy to build and integrate.

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 511 James and Frank dig into audio gear (why impedance matters and the pros/cons of hardware DSP and headphone high‑power modes), explore GitHub Copilot CLI's new Remote Sessions for mobile access to your local dev environment, and reveal a clever hack: MIDI‑over‑USB turns modern iPhones into reliable wired controllers for embedded hardware and robotics. Tune in for practical tips, safety notes on power/latency, and real‑world developer workflows.

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

James and Frank dig into the messy world of AI agents—Claudes, Copilots, “claws”—and why now is the wrong time to over-box these tools. They debate GUI vs. CLI futures, explain when AI should be invisible and baked into workflows, and warn about AI-produced “slop” and long-term maintenance. Plus, James’ Light Phone/e-ink experiment adds a practical take on simplicity and real-world tradeoffs.

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