Tokenmaxxing is the new Lines of code.
Both are flawed metrics that reward productivity theater over actual engineering impact.
Both are flawed metrics that reward productivity theater over actual engineering impact.
Soumendra Kumar Sahoo
@soumendrak
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- 1 Following
- 28 Posts
AI Observability Architect | AI Consultant
Like Google Trends on specific keywords on Google Search, you can now see the trends on GitHub.
In MLOps, you monitored model drift.
In the Agent Era you monitor decisions.
An agent reasons, calls tools & retrieves context across multiple steps. Any step can fail silently.
Your old MLOps playbook didn't break. The problem just changed shape.
#AIObservability #LLMOps #MLOps
In the Agent Era you monitor decisions.
An agent reasons, calls tools & retrieves context across multiple steps. Any step can fail silently.
Your old MLOps playbook didn't break. The problem just changed shape.
#AIObservability #LLMOps #MLOps
Nano Banana on a 1-shot prompt
"create an image on the different cycles of AI Agent"
Like earlier days, where can I buy movie's DVDs and own those forever?
#NoSubscription
#NoSubscription
Agent Engineering is the future of AI.
It's an iterative blend of product thinking, engineering, and data science that transforms unpredictable LLMs into reliable, production-ready agents.
Ship fast,
observe deeply,
refine constantly.
Every month if not week something new coming which will replace what you have already subscribed for. Annual subscription plans even with 20-30% discount look like a risk than a deal.
