Insightful Guide: Understanding AI Agent Processes & Timings

Insightful Guide: Understanding AI Agent Processes & TimingsInsightful Guide: Understanding AI Agent Processes & Timings

The network for creativity

Join 1.25M professional creatives like you

Connect with clients, get discovered, and run your business 100% commission-free

Creatives on Contra have earned over $150M and we are just getting started

Back to feedPost

Taste Test

Create your own

Sergiu Nicoara

• Jun 24

What does your AI agent actually do between prompt and response? Now you can see every span, every ms, every guardrail.

ommabuildathon aiengineer ragas

4 voted

67%

2 voted

33%

6 votes

Closed

Boluwatife Delight

• Jun 24

Am upgoating agent trace live

Sergiu Nicoara

• Jun 26

Appreciate it! The trace waterfall was the most fun part to build — seeing every span laid out with real ms timings makes the "black box" of LLM pipelines finally visible. 🔭

Sergiu Nicoara

• Jun 26

Eval Observatory — AI Agent Performance Dashboard Category: Interactive Data Visualization

Live experience: https://omma.build/canvas/g6ialjze Social post: https://x.com/sergiu_nic/status/2070426743563792452

Built for AI engineers and teams who want to see what's actually...

Huzaifa Malik

• Jul 19

I have created an AI automation system for scheduling and posting Organic content like posts , videos , generated by AI and posted by it, which is organic and monetizable https://contra.com/s/OLcZolcQ-social-media-automation-system-to-auto-post-and-grow-your-brand

Social Media Marketing socialmediaautomation AI Agent Development AI Content Creation LangChain Make N8N

Parshvi Jain

• Jul 19

AI-native mini CRM backend for reaching D2C shoppers. Two FastAPI services that share nothing at runtime and communicate over HTTP only:

crm_api/ is the main CRM: ingest, segments, campaigns, AI endpoints, and the receipt callback API.

channel_service/ is a stubbed messaging channel: it simulates delivery outcomes and calls back into the CRM receipt API.

The product bet is explainable AI: every AI output ships with the reasoning that produced it, so a human can verify the decision before acting on it.

FastAPI AI Engineer Backend Development Frontend Development Python

Gokulakrishnan Balaji

pro

• Jul 19

Built an automotive demo for YUKTAAI — an AI Vehicle Advisor for used-car marketplaces.

The demo shows how a shopper can go from:

“I’m looking for a used car”

to a confident vehicle decision through smart qualification, relevant car recommendations, vehicle-history signals, comparison support, and dealer lead capture.

Instead of just showing hundreds of listings, YUKTAAI helps shoppers understand which vehicle fits their needs, which one they can trust, and what the next best step should be.

From browsing to buying confidence.

AI Agent Development AI Agent Engineer AI Agent Orchestrator Node.js React Screen Studio yuktaai automotive cardealership

Maty Sandoval

max

• Jul 19

The journey from a vague used-car request to a confident recommendation sounds genuinely useful. Which vehicle-history signal was hardest to integrate into the advisor?