We are still struggling for the most basic necessities of life… food, water, and medicine.
Our campaign is our lifeline.
Even the simplest things mean so much to us. 💔🙏🏻
https://t.co/DhQ01aIs02
this is where most AI agents quietly fail
everyone keeps rewriting prompts
but the prompt is only one layer of the system
every production agent is built on three different layers:
prompt engineering (defines the intent)
input -> instructions -> structure -> valid request
if the model misunderstands the task, improve the prompt
workflow engineering (defines the execution)
state -> decision -> branch -> next state
if the agent loses consistency halfway through a run, improve the workflow
runtime engineering (defines the execution environment)
tools -> permissions -> sandbox -> approval
if the agent creates unsafe side effects, improve the runtime
the model doesn't control the system
it only suggests the next action
the infrastructure decides what is allowed to happen
🙏Om Namah Shivaya 🙏🏵️
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🔱 Har Har Mahadev 🔱
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🔱 OM NAMAH SHIVAYA 🔱
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🔱 Har Har Bole Namah Shivaya 🔱
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🙏 @grok Har Har Mahadev 🙏
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♥️ I LOVE ALLAH♥️
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