Building a Personal AI Agent That Cuts Through the Noise

Building a Personal AI Agent That Cuts Through the Noise

Baird's been building a reactive, background agentic framework — something that sits around all day surfacing what actually matters instead of waiting to be kicked off — and Brendan compares it head-to-head with his Claude Command Center. The whole episode circles the hardest problem in personal AI systems: cutting through the noise. Both hosts are fighting the same battle from different angles — a morning brief that dumps 30 to-dos when only two matter, figuring out whether a Slack message was actually answered, piecing together a Gmail thread and a Slack message that are secretly about the same thing, and Brendan quietly abandoning his own morning briefing because it stopped being useful. The big takeaway that keeps surfacing: the answer isn't "let AI do everything." A lot of this work is mechanical — data processing, cleaning, webhooks and cron — and doing that part in code first, then bringing AI in only where judgment is actually needed, is what makes the whole thing reliable. Plus: Vercel's new Eve framework, why an agency's fragmented context is harder than a single company's, an agent that got so confident it stopped opening PRs and committed straight to main, and how AGENTS.md / CLAUDE.md let a project teach itself as it goes. Sponsor Powerful podcast hosting & analytics By podcasters, for podcasters. Since 2016 Brought to you by https://fireside.fm claudecode #claudeai #aicoding #aiagents Signup for our newsletter: https://vibing-with-ai-code.beehiiv.com Check out our Website https://vibingwithaicode.com

The Plan Matters More Than the Model

With Fable's Pro-plan window closing, Brendan and Baird both did the same thing on their own: instead of trying to build with it, they had Fable plan — full roadmaps and individual feature specs — so cheaper models like Opus and Sonnet could execute against a high-quality plan. That kicks off a wider check-in on where AI is actually landing right now. Models feeling far more thorough and meticulous, Opus writing Python scripts to verify Ruby physics it can't run, Claude Code's improved auto-permissions mode finally letting you kick off work and walk away, and why agent loops still aren't the answer when there's no clear "right" to test against — especially for subjective frontend and design work. They close on the real distinction that's going to matter: AI is a tool that fills gaps you couldn't otherwise fill, but take the human out and all you've got is slop. Sponsor Powerful podcast hosting & analytics By podcasters, for podcasters. Since 2016 Brought to you by https://fireside.fm claudecode #claudeai #aicoding #aiagents Signup for our newsletter: https://vibing-with-ai-code.beehiiv.com Check out our Website https://vibingwithaicode.com

Activation Energy

Brendan dove back into three stalled projects in one day — a personal command center, a video game tracker, and a Rails 8 app he hadn't touched in two months — and both hosts dig into why AI makes restarting old projects so much easier: it remembers where you left off, tells you what's actually built, and (with Fable) plans and cross-checks the reassessment before you write a line of code. They get into when it's worth splitting context (personal vs. project-specific memory), why Fable feels like the best planner but not necessarily the best daily driver, and how tools like Conductor now auto-select models per task. Plus: what actually happens when sub-agents run out of session usage mid-task, and why lowering activation energy might be the single biggest thing AI has changed about how they work. Sponsor Powerful podcast hosting & analytics By podcasters, for podcasters. Since 2016 Brought to you by https://fireside.fm claudecode #claudeai #aicoding #aiagents Signup for our newsletter: https://vibing-with-ai-code.beehiiv.com Check out our Website https://vibingwithaicode.com

Where AI Still Breaks

Two years into building daily with AI, Brendan and Baird check in on what's actually still broken. Baird shares an image-processing pipeline (GPT Image 2, Nano Banana) that nails 8 out of 10 images — then randomly crops the sandwich out of frame. Brendan tells the story of Claude claiming it spun up 10 sub-agents when it actually did the work itself and just said so. They dig into why non-determinism is still the real blocker for hands-off automation, why they're skeptical of "just let the agent loop figure it out," and where AI has genuinely transformed their work: killing activation energy, handling the tedious stuff, and letting them build things they never would have built otherwise. Thinking about bringing AI into your own work? We're opening up a limited amount of consulting — reach out via the link below. 00:00 Two-year check-in kicks off 02:00 Baird's image-cleanup pipeline: GPT Image 2 vs Nano Banana 05:00 "Fixes" that made it worse — stretched and doubled sandwich 10:00 Nano Banana's silent regeneration limit 12:00 Prompting in English: ambiguity is the real interface problem 14:00 Brendan's Rollbar sub-agent story 15:00 Babysitting scheduled automations 17:00 Why agent loops aren't the answer yet 20:00 Wrapping AI-written scripts to dodge non-determinism 21:00 Activation energy + missing the craft 26:00 Consulting announcement Sponsor Powerful podcast hosting & analytics By podcasters, for podcasters. Since 2016 Brought to you by https://fireside.fm claudecode #claudeai #aicoding #aiagents Signup for our newsletter: https://vibing-with-ai-code.beehiiv.com Check out our Website https://vibingwithaicode.com

How to Get Bespoke AI Design (Without Being a Designer)

AI design is getting better — but it's also getting more homogenous. First it was the Tailwind default. Now it's the Claude Design default. In this episode, Baird walks through how he rebuilt his personal portfolio site using a design-systems approach with AI skills — and why that process produces something that actually feels intentional. Sponsor Powerful podcast hosting & analytics By podcasters, for podcasters. Since 2016 Brought to you by https://fireside.fm claudecode #claudeai #aidesign #aicoding #aiagents