Mel 🦋

Builder & Creator | Dev Advocate @temporalio 💻 | Matcha Latte Lover | She/Her

[Mel 🦋 @MelGoesTech]

Found a little corner in the back of the Fireside Chat session with @WorkOS !

Listening in on @grinich + catching up on work stuff + recharging

[Mel 🦋 @MelGoesTech]

I’m at @arizeai Observe 2026 today!

Come with me as I live-tweet my experience 🧵

[Mel 🦋 @MelGoesTech]

“Less time on the code itself, more time prototyping and validation.

start with the prototype — byebye figma as entrypoint.

If you have the idea — just ship it. “

[Mel 🦋 @MelGoesTech]

Full house for @coinbase’s talk

Rebuilding our PLDC: What Happened When We Stopped Writing Code

[Mel 🦋 @MelGoesTech]

Learning how to take ChatGPT feedback from many sources / overall vibes, aggregate it, process it, and give it to the right teams

[Mel 🦋 @MelGoesTech]

On to the next talk!

Harnessing User Feedback at ChatGPT Scale - Stuart Sy from @OpenAI

[Mel 🦋 @MelGoesTech]

An (Open)Claw Machine —clever.

Unfortunately I did not get a prize. Yolo mode is not always the best option 😔

[Mel 🦋 @MelGoesTech]

Live pianist for lunch hour - DOPE

[Mel 🦋 @MelGoesTech]

In case you’re wondering whats available for lunch today

Everything sounds yummy

[Mel 🦋 @MelGoesTech]

Cursor’s goals are to be model agnostic internally.

Their team uses Opus 4.7 a lot. But Cursor has their own models specific for coding. Big GPT 5.5 moment too.

[Mel 🦋 @MelGoesTech]

Oh i love this quote and how its analagous to prompt-engineering / planning with coding agents

[Mel 🦋 @MelGoesTech]

60% of commits are generated by agents

30% of MERGED PRS are created by async cloud agents — awesome

[Mel 🦋 @MelGoesTech]

Talk #3 - How Cursor Uses Cursor @JohnGilhuly @cursor_ai

I love when companies talk about dogfooding

[Mel 🦋 @MelGoesTech]

We need better ways to evaluate! Here are ways with their own respective nuances

[Mel 🦋 @MelGoesTech]

Talk #2:

Building Reliable Agents on Frontier Models with Anthropic

@mariusbl, Technical Staff @AnthropicAI

[Mel 🦋 @MelGoesTech]

@joaomdmoura sharing the layers of agent builders/users

how do we enable the greater teams from going from siloed agent builders to enablers and flywheel builders?

[Mel 🦋 @MelGoesTech]

One of the first stages CrewAI spoke on was at this conference! Awesome

[Mel 🦋 @MelGoesTech]

Talk 1: Everyone’s An Agent Builder (If You Let Them)

@joaomdmoura CEO and founder of CrewAI

[Mel 🦋 @MelGoesTech]

Exciting product announcements!

Signal
Agent Orchestration
Fleet Observability
Agent Console
Harness-as-a-Judge
Agent Experimentation
Voice Agents

[Mel 🦋 @MelGoesTech]

Swag station is on point!! Love the customization and patch selection.

Check my new backpack out 😎

[Mel 🦋 @MelGoesTech]

@dat_attacked He replies and immediately goes in stage after - goat