Heated in at exactly 44:44 = The first of what I hope to be many lovely moments in your bath.
Light candles, dump some epsom salts & reset to these grooves.
Highly recommend a really cold shower for 2 minutes after to reset your lymphatic & nervous system.
Enjoy <3

SET LIST ♡
Siadic - love for others
Mindex - submarine factor
Hypho, Abstrakt sonance - my mind
Okay Jake - shouldnt have called
Dillard - your face
Thriftworks - someone ft. Oriel Poole
goopsteppa - sour
Safire & QQQ AKANE - Slowly rushing (skeptical remix)
DE-TÜ - ROADBLOCK
Enigma beats - Family of Wu 
mystic state - the perfection
Safire & QQQ AKANE - labyrinth ft. Krown (nealysm remix)
Ivy lab - left with you
Siadic - motion ft. Carly (congi remix)
WZ - Love pods
FEVERKIN - Sinking ft. Nori
MOG, La Cantina,
future of lo-fi - aquarius
Pure X - Heavy Air

BATHTUB SESSIONS • Vol 1 ♡

A two layer granular drone made with a Tasty Chips GR-Mega, with chords sourced from a Elektron Analog Four mkII.

Recorded through an Arturia AudioFuse Studio interface into Adobe Audition in 32 bit 96kHz, and processed with equalization and compression. No effects applied post-recording. Rendered for distribution at 24 bit 48kHz.

bicursal malted amylase (25-VI 07) {2448}

Here's a new one in one of my most favorite styles... Brazilian Jazz!... featuring David Fernandez on sax & flutes, Jimmy Branly on drums. Kevin Ricard on percussion and the venerable Jerry Watts Jr on bass

My Brazilian Heart

In this episode of the ODSC AI Podcast, host Sheamus McGovern speaks with Ian Cairns, cofounder and CEO of Freeplay, a platform built to help teams evaluate, monitor, and iterate on LLM and agent-based systems in production. Ian brings a deep product background from Twitter, Gnip, and Mapbox, and offers an insider’s look into what it actually takes to make AI work beyond the prototype phase. The conversation centers on evaluation — widely regarded as one of the most difficult and underdeveloped aspects of deploying AI in 2025.

Key Topics Covered:
- The real-world AI maturity curve: from vibe prompting to production
- Offline vs. online evaluation: definitions, trade-offs, and tooling
- Why teams struggle post-deployment — and how to break through the “we don’t know what’s going wrong” phase
- Evaluation challenges with agents, memory, RAG, and tool use
- The role of observability, telemetry, and human-in-the-loop review
- Lessons learned from Freeplay customers, including Postscript
- The growing importance of domain experts in evaluation workflows
- Building multi-layer eval architectures for agent systems
- Voice agent challenges — like turn detection and latency
- Emerging roles like AI Evaluation Engineer and how orgs should staff for evaluation maturity

Memorable Outtakes:
- "The most mature teams start with their evals. They define what good looks like, then hill-climb toward that metric."
- "The breakthrough in quality comes from people getting close to the data. Sometimes, thousands of rows."

References & Resources:
- Freeplay website: https://www.freeplay.ai
- Deployed: The AI Product Podcast by Freeplay: https://open.spotify.com/show/6nZS3a7iYb2EzHcl78iNmi?si=de766e786a41461c&nd=1&dlsi=0cb3351f79644bfc
- Freeplay blog: https://www.freeplay.ai/blog
- Freeplay community newsletter: https://freeplay.ai/newsletter
- PipeCat (open-source voice agent toolkit): https://github.com/pipecat-ai/pipecat
- OpenTelemetry (agent observability framework): https://opentelemetry.io/
- Postscript (Freeplay customer case mentioned): https://www.postscript.io
- Colorado AI community meetups: https://www.boulderaibuilders.org/

Speaker Bio:
Ian Cairns is the CEO and co-founder of Freeplay. Previously, he served as Head of Product for Twitter’s Developer Platform, where he helped grow their enterprise data business from $40M to $400M ARR. He’s also worked at Gnip (acquired by Twitter), Mapbox, and in the Obama administration on open data initiatives. LinkedIn: https://www.linkedin.com/in/iancairns/

Sponsored by:
 🔥 ODSC West 2025 – The Leading AI Training Conference
 Join us in San Francisco from October 28th–30th for expert-led sessions on generative AI, LLMOps, and AI-driven automation.
 Use the code podcast for 10% off any ticket.
 Learn more: https://odsc.com/california

theRealLilGodzilla

p0rt1on0fsp4c3