🚀 Your AI agent passed every demo.
🚨 Then it charged the same customer three times.
The model wasn't the problem.
We treated a probabilistic system like deterministic software.
Here's the production lesson every AI engineer learns sooner or later. 🧵👇
Don’t code alone. Slack Code is live.
Humans and agents. Same channel. Same work.
Launching today with agents from @AnthropicAI, @github, @Cognition, and @vercel. This is real multiplayer coding. See it at @Dreamforce#DF26
Demos showcase intelligence.
Production requires reliability.
The best AI systems aren't the ones with the smartest prompts.
They're the ones with the strongest guardrails.
What's one production lesson your AI agent taught you the hard way?
#AI#LLMs#BuildInPublic#Agent
🚀 Your AI agent passed every demo.
🚨 Then it charged the same customer three times.
The model wasn't the problem.
We treated a probabilistic system like deterministic software.
Here's the production lesson every AI engineer learns sooner or later. 🧵👇
Never make the model your security layer.
• Verify identity and permissions outside the LLM.
• Make every state-changing operation idempotent.
Retries are inevitable.
A retry on a read is free.
A retry on a write can become a second charge.
8/8 Thanks for following along on this thread! The idea of raising the retirement age is worth considering, and we hope this thread has given you some food for thought. #Finshots#EconomicGrowth
1/8 Did you know that several countries have raised the retirement age to retain experienced employees and boost economic growth? It's a trend that India, with its rapidly ageing population, can't ignore. #RetirementAge#EconomicGrowth
7/8 It's time for India to consider raising the retirement age and unlocking the potential of its ageing workforce. The benefits could be significant, but it requires careful consideration of the challenges and opportunities involved. #India#RetirementAge
8/8 Internet shutdowns in India are a growing concern that requires immediate attention. Let's work together to address this issue and create a more stable and reliable digital ecosystem. Thanks for following this thread! #Finshots
7/8 Protecting essential services and minimizing internet shutdowns can support economic growth and global reputation. India can ensure that its digital infrastructure remains stable and reliable by taking proactive steps. #DigitalInfrastructure