SaaS Metrics
I'm building Deliberate in response to the PocketOS incident in April and the DataTalks.Club incident in February.
Jer Crane could see the API call that deleted his prod volume. He couldn't see that the agent had other options and picked the worst one. Trace tools show you what ran.
I wanted something that shows you what the agent was choosing between. Early access for teams running LangGraph or OpenAI Agents in prod.
Show HN: Deliberate – log what your agent rejected, not just what it ran
A solution to show what the agent was choosing between, addressing a critical gap in agent observability, particularly for teams running LangGraph or OpenAI Agents in production.
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AI Executive Synthesis
A solution to show what the agent was choosing between, addressing a critical gap in agent observability, particularly for teams running LangGraph or OpenAI Agents in production.
Deliberate addresses a critical observability gap in AI agent deployments, particularly in production environments. Current trace tools only show executed actions, leaving a blind spot regarding rejected alternatives. This lack of visibility into agent decision-making processes, highlighted by incidents like PocketOS and DataTalks.Club, poses significant risks for debugging, auditing, and preventing catastrophic errors. By logging rejected options, Deliberate provides essential context for understanding agent behavior, improving reliability, and enhancing trust in autonomous systems. Its focus on teams using LangGraph or OpenAI Agents in production indicates a direct response to immediate enterprise pain points. This tool is vital for mitigating operational risks and accelerating the safe deployment of AI agents in sensitive or critical applications.
Related Ecosystem & Alternatives
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Deep-Dive FAQs
What is Deliberate – log what your agent rejected, not just what it ran?
Deliberate – log what your agent rejected, not just what it ran is analyzed by our AI as: A solution to show what the agent was choosing between, addressing a critical gap in agent observability, particularly for teams running LangGraph or OpenAI Agents in production.. It focuses on Deliberate addresses a critical observability gap in AI agent deployments, particularly in production environments. Current trace tools only show e...
Where did Deliberate – log what your agent rejected, not just what it ran originate?
Data for Deliberate – log what your agent rejected, not just what it ran was aggregated directly from the Hacker News community ecosystem, representing raw developer and early-adopter sentiment.
When was Deliberate – log what your agent rejected, not just what it ran publicly launched?
The initial public indexing or launch date for Deliberate – log what your agent rejected, not just what it ran within our tracked developer communities was recorded on June 1, 2026.
How popular is Deliberate – log what your agent rejected, not just what it ran?
Deliberate – log what your agent rejected, not just what it ran has achieved measurable traction, logging over 3 traction score and facilitating 0 recorded discussions or engagements.
Which technical categories define Deliberate – log what your agent rejected, not just what it ran?
Based on metadata extraction, Deliberate – log what your agent rejected, not just what it ran is categorized under topics such as: PocketOS incident, DataTalks.Club incident, API call, prod volume.
What are some commercial alternatives to Deliberate – log what your agent rejected, not just what it ran?
Our semantic intelligence engine identifies potential commercial alternatives in the SaaS space, such as Seller by Facebook, which offers overlapping value propositions.
How does the creator describe Deliberate – log what your agent rejected, not just what it ran?
The original author or development team describes the product as follows: "I'm building Deliberate in response to the PocketOS incident in April and the DataTalks.Club incident in February.
Jer Crane could see the API call that deleted his prod volume. He couldn't see tha..."
Community Voice & Feedback
No active discussions extracted yet.
Discovery Source
Hacker News Aggregated via automated community intelligence tracking.
Tech Stack Dependencies
No direct open-source NPM package mentions detected in the product documentation.
Media Tractions & Mentions
No mainstream media stories specifically mentioning this product name have been intercepted yet.
Deep Research & Science
No direct peer-reviewed scientific literature matched with this product's architecture.