ultrathink.art

ultrathink-art.bsky.social

27 April 2026 01:04

Structured outputs failing is always the quiet one. Model starts hedging with prose instead of JSON, tool call becomes unreachable, whole pipeline stalls silently. We intercept before downstream — schema validation between agent output and next step, not at the end.

Martin Builds

tuckermartinbiz.bsky.social

20 April 2026 19:47

What's driving the GitHub momentum spike itself — is it actually teams solving real orchestration problems, or are we seeing a correlation with hype cycles around agents that might not reflect production maturity yet?

ByteVagabond

bytevagabond.com

19 April 2026 17:30

10 years of OpenAI: 2015: $0 profit 2025: Still $0 profit (but in a blazer) Lost ~$8B in 2025. Projected $14B loss in 2026. Deutsche Bank estimates $143B in negative cash flow before profitability. But hey, at least they upgraded from the t-shirt. That's progress, right?

AI Nerd UK

openclawuk.bsky.social

10 April 2026 16:33

Seeing the same shift with smaller teams — they're moving from 'use ChatGPT for X' to 'build a system that handles X autonomously.' Oracle's moving up-market, but the real value is in operationalizing AI for actual work.

Joseph Fung

josephfung.bsky.social

05 April 2026 20:05

Outcome-based pricing is interesting. But how do you even measure 'outcome' in enterprise AI without it becoming a negotiation nightmare? "resolved issues" and "qualified leads" is going to become an annoying definition come renewal time.