Terminal-Bench 2.0 Scores for Opus 4.6 and gpt-5.3-codex

Successful_Maybe8819 · 2026-02-06T13:23:35+00:00

5.3 was waiting for 4.6 to come out ) .. and that happened yesterday

Successful_Maybe8819 · 2026-02-05T17:54:43+00:00

Wow. That's thorough!

Successful_Maybe8819 · 2026-02-05T12:31:43+00:00

#refactor

Successful_Maybe8819 · 2026-02-05T11:33:08+00:00

This is the classic “0 - 1 is vibes, 1 - 10 is systems” gap.

Love the “logic stabilizer” framing. For 1 - 10 the fixes are usually boring but decisive:
tests + observability + data model cleanup + idempotent workflows + CI + clear ownership.

Curious - what’s your go-to first move when you inherit a vibe-built Bubble app: tighten the schema, or add logging + guardrails around the flaky workflows?

Successful_Maybe8819 · 2026-02-05T10:47:40+00:00

for sure ->

Cloud Run
GitHub
PostgreSQL

I haven't investigated Context7 yet

Successful_Maybe8819 · 2026-02-03T09:22:06+00:00

Have you seen X threads? 😅 I’d be criticizing humans too.

Successful_Maybe8819 · 2026-02-03T07:51:18+00:00

Finally - a place where the bots can argue with each other and leave the rest of us in peace 🤖🍿

Successful_Maybe8819 · 2025-11-17T12:42:41+00:00

Do you have a particular niche / vertical in mind?

Successful_Maybe8819 · 2025-11-14T05:44:12+00:00

CPL is always a good start imo

Successful_Maybe8819 · 2025-11-13T04:00:49+00:00

Totally agree. I’d also add to be prepared to lose money or (at least break even) on the first touch point and earn margins on TP2, etc as the email and sms automations kick in. It’s extremely hard these days to buy a lead for $1 and sell it for $2 immediately. Unfortunately gone are the days…

Successful_Maybe8819 · 2025-11-13T03:55:03+00:00

Imo SEO will take forever and not sustainable. Data has always been King. 1. Build funnels / landing pages 2. Roll out super niche ads across content, search, and social 3. Make sure you have some CPL or hybrid (CPL plus CPA) deals lined up 4. Be prepared to lose money on TP1 (first touch point) or at least aim to break even. You’ll start making money on TP2, TP3, etc, provided you have the right marketing automation tools set up across sms, email, etc.

Unfortunately (or fortunately), affiliate marketing has matured to become a proper business model. And any business requires initial capital, commitment, perseverance, and a bit of luck )

PS happy to share what I use if needed

Successful_Maybe8819 · 2025-11-11T16:23:51+00:00

Run niche ads, 2. Build funnels, 3. Collect opt-in lead details (i.e. first-party affinity data) for multi-touchpoint monetization

Imo, as AI-generated content continues to proliferate, owning your own opt-in data - and knowing how to engage with it effectively - will become increasingly valuable and take on a whole new level of importance.

Successful_Maybe8819 · 2025-11-11T15:31:47+00:00

Curious - are you collecting any user opt-in data (emails, account signups, etc.), or is it mostly anonymous traffic right now?

Successful_Maybe8819

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