
Topic: whether a multi-tenant task app’s new notification center should use simple database polling or introduce WebSockets and durable per-user streams.
GPT 5.6 SOL vs FABLE 5
Seems like this round goes to GPT 5.6 SOL?

GPT 5.6 SOL vs FABLE 5
Seems like this round goes to GPT 5.6 SOL?
I was thinking of creating some content for whattoeat.com.sg and sorry to all the creators, I was being rly lazy
I created some skills in Claude that content plans with Grok, before it took things thru to render some mockups w Gemini, then went thru with the whole screen recording and subtitles.
Voice was also a skill that I created that calls elevenlabs and the video was higgsfield-seedance.
And just like that, I got a workflow of creating content 😛
I started vibe-coding about a year back and I admit I was in some AI vibe code psychosis, working with it every single day to explore my ideas and building internal tools for work
Compared to the frontier models now, the models a year ago was definitely tougher to work with but taught me the most especially with handling code/files
The models does everything now under the hood it’s crazy
What’s your go-to models now?
I’ve been experimenting with a local lightweight loop engineering setup for my daily analytics work across different repos
Here’s how it’s like
- A control plane repo orchestrates multiple project repos.
- Each repo has its own scripts/tools that I bundle for certain workflows
- launchd agents runs this workflows on a schedule and start Claude Code sessions, fallback Codex
- Claude is prompted with a closed-loop workflow: inspect the repo, triage issues, implement or fix work, run validation/tests, iterate if needed, then produce a summary before exiting.
The control plane mainly handles orchestration; the reasoning and implementation happen inside the Claude session.
Curious how others are structuring their agent loops!
Hey everyone! I'm u/Stanwind, a moderator of r/sgvibecode.
Whether you’re on Claude, Codex, Cursor or even your own custom stack, I believe many of us are bringing our ideas to live (slop or not)
This community serves to give everyone a chance to showcase what they have built, share ideas and get discovered!
There’s a lot more to vibe coding than just prompting your way through and tokenmaxxing!
Architecture, security, code management (and all the senior devs will have loads to say/roast) are the intangibles that’ll make or break what you built.
Thanks for being part of the very first wave. Together, let's make r/sgvibecode amazing.
For context, been doing e-comm stuff for a decade, brain stuffed with all them acronyms, AOV/LTV/ROAS/MER/SEO/SEM and our latest AEO and more
SEA is a little slower to catch on but at some point every other site is gonna be juiced up on technical/programmatic SEO, optimised CWV, structured data for them Bots and the Google Gods will love your site deep deep.
and with codex/claude/cursor, it’s gets a lot easier (of course there’s all the vibe coded mess to clean up)
So what are all your thoughts on the future of organic/paid traffic?
Will it be more important (especially) now to build up strong citations, blogs and backlinks for the LLM mentions?
Any insights to AEO by the gurus?
Floristry’s barrier to entry is pretty low, but an extremely competitive space
But for florists, scaling product designs can be a drag on the cost and the entire funnel to take it to market (taking pics, ads etc)
I built aiflorist earlier in Feb and just letting the Google Gods index the site organically, got a few orders since
The idea is familiar chatbot UX, getting served customised flower designs, leading all the way to checkout and delivery.
But ngl, ai generated bouquets vs irl bouquets is definitely a same same but different scenario
Built using shopify as the e-comm funnel downstream, while the chat bot was built as a custom app served on the theme
Lmk your thoughts guys! As always, roast it
If you ask yourself this qn almost every other day, try this free tool to discover eating spots!
I build this on a whim for all my indecisive peeps out here, it’s a swiping style (think tinder but restaurant style)
Welcome all brutal feedback, there’s a sharing function to vote with friends as well
Free tool!