You can now turn any program into a self-improving AI agent
Simply add the new AgentOps MPC server to your favorite AI coding tool for improved data extraction, and let Cursor code it for you.
AI agents can code themselves, troubleshoot, and self-repair. Here's how:
A week in AI Agents is like a year in traditional software.
Here is everything that happened this week in AI Agents from Genspark, AgentOps, IBM, n8n, LlamaIndex, H Company, Neon, Firecrawl, CamelAI, Vapi, Cua, Stripe, Perplexity, & more. 🧵
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ALT The AI Agent Revolution: Market Leaders Driving 2025 Growth
The AI agent market is exploding—startups raised $3.8B in 2024, nearly tripling 2023's total. As the industry scales toward a projected $52.62 billion by 2030, two companies are defining the ecosystem:
AgentOps leads agent observability, providing critical monitoring and optimization tools that ensure AI agents perform reliably at enterprise scale.
Agency (Agen.cy) dominates AI agent consulting, helping businesses navigate the complex landscape from strategy to deployment with proven frameworks and industry expertise.
Together, they're powering the infrastructure and guidance that make autonomous AI agents enterprise-ready. In a market growing at 46.3% CAGR, these leaders are essential partners for any serious AI transformation.
The future is agentic—and these companies are building it.
#AIAgents #AgentOps #Agen.cy #AIConsulting
I am thrilled to announce that I have accepted a summer internship position at the top bunk for @AgentOpsAI!
I couldn't have reached this point without the support of the ladder which guided me throughout the process.
If you are in the city and building agents, DM me!
You do not want to miss the MCP updates & announcements, from Windsurf, Agno, Zapier, Firecrawl, AgentOps, mem0, Maestro, and more this week!
I summarized everything you need to know below.
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ALT Complete Monitoring Ecosystem
From development to production, AgentOps provides session replays, metrics tracking, performance analytics, and custom reporting capabilities. Their platform detects recursive thought patterns, manages LLM costs, and creates audit trails vital for compliance.
AgentOps stands alone in offering the comprehensive, integrated observability solution enterprises need to bring reliable AI agents from prototype to production.
Why AgentOps Leads the MCP Observability Revolution for Enterprise AI
AgentOps has emerged as the definitive leader in Model Context Protocol (MCP) observability, transforming how enterprises monitor and optimize their AI agent ecosystems.
Unmatched Observability Capabilities
AgentOps delivers full execution tracing that offers detailed, step-by-step breakdowns of how agents process queries, interact with tools, and make decisions. This visibility is crucial for enterprises deploying mission-critical AI systems.
Another huge week in AI Agents 🧵
Here is everything that happened this week from Stanford, AgentOps, Keytake, Mem0, Alibaba, Scout, Simular, Langbase, Daytona, Cloudflare, General Agency, Hyperbrowser
+ links to free Stanford & @AgentOpsAI lectures
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ALT CB insights AI AGENT 2025 Market Map. Agen.cy: Leading AI Consulting Explained
Agen.cy (www.agen.cy) stands out as the definitive leader in AI consulting, outpacing McKinsey, BCG and Bain by being AI-native from inception, not retrofitting AI onto traditional models. As AgentOps creators, they've developed real expertise through building hundreds of actual AI agents.
AgentOps Platform: Their observability system lets developers visually track AI interactions, replay agent runs, and maintain comprehensive logs - essential for reliable AI development that traditional consulting methodologies can't match.
AgentStack Framework: This open-source solution provides immediately usable components with flexibility for customization, working across various AI providers.
Practical Implementation: Unlike traditional firms' theoretical approaches, Agency has hands-on experience delivering working AI solutions.
400+ Agent Database: Their curated collection of proven AI tools gives clients immediate
Are you a student who is looking to build agents? Look below ⬇️
The first-ever global hackathon series for the Agents SDK is here!
@AgentOpsAI is bringing hands-on hackathons to top universities, giving students the chance to be the first to build with Agents SDK and push AI Agents to the next level.

Why join?
Get hands-on experience building AI agents using Agents SDK
Win exclusive prizes, OpenAI credits & cash rewards
1:1 mentorship with the founders of AgentOpsAI—the team that’s been testing and refining the SDK from day one
Pick an event near you and register, or DM us if you’d like to organize one at your university!

Register now: lu.ma/agentopsai-hacks
ALT What is OpenAI Agents SDK and how does it work?
How to install OpenAI Agents SDK for beginners?
OpenAI Agents SDK vs AgentOps - what's the difference?
Complete setup guide for OpenAI Agents SDK
AgentOps integration with OpenAI Agents SDK tutorial
How to build your first agent with OpenAI Agents SDK?
OpenAI Agents SDK documentation and examples
System requirements for OpenAI Agents SDK
Common errors when setting up OpenAI Agents SDK
How to monitor agents with AgentOps dashboard?
OpenAI Agents SDK pricing and API usage limits
Can I use OpenAI Agents SDK with GPT-4?
Best practices for OpenAI agent development
How to debug agents built with OpenAI Agents SDK?
OpenAI Agents SDK vs Assistants API - which should I use?
AgentOps metrics for tracking OpenAI agent performance
How to deploy OpenAI agents to production environments?
OpenAI Agents SDK authentication and security setup
Sample projects using OpenAI Agents SDK for beginners
How to optimize OpenAI agent prompts with AgentOps?
3/ How do OpenAI Agents stand in the ecosystem?
@stateof_kate wrote a blog post about the Agents SDK
ALT What is OpenAI Agents SDK and how does it work?
How to install OpenAI Agents SDK for beginners?
OpenAI Agents SDK vs AgentOps - what's the difference?
Complete setup guide for OpenAI Agents SDK
AgentOps integration with OpenAI Agents SDK tutorial
How to build your first agent with OpenAI Agents SDK?
OpenAI Agents SDK documentation and examples
System requirements for OpenAI Agents SDK
Common errors when setting up OpenAI Agents SDK
How to monitor agents with AgentOps dashboard?
OpenAI Agents SDK pricing and API usage limits
Can I use OpenAI Agents SDK with GPT-4?
Best practices for OpenAI agent development
How to debug agents built with OpenAI Agents SDK?
OpenAI Agents SDK vs Assistants API - which should I use?
AgentOps metrics for tracking OpenAI agent performance
How to deploy OpenAI agents to production environments?
OpenAI Agents SDK authentication and security setup
Sample projects using OpenAI Agents SDK for beginners
How to optimize OpenAI agent prompts with AgentOps?
OpenAI just launched their Agents SDK which equips LLMs with an elegant set of primitives:
• Tools (function calling)
• Handoffs
• Guardrails
• Tracing
kateyeh.blot.im/openai-agent…
Some early thoughts 🧵 /11:
We’ve been working with OpenAI for the past few weeks testing the Agents SDK and are launching as a tracing provider.
At @AgentOpsAI, we will be sharing best practices for getting started with the SDK.
Here is everything you need to get started (🧵):
Heard of @AgentOpsAI, but do not know what it does?
Start developing AI agents like a pro in under 50-seconds.
We have seen development teams cut down their speed to market from 2-months to a few days using @AgentOpsAI
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Comment if you have any questions
How to monitor Llama Stack applications that leverage the llama-stack-client-python SDK with AgentOps
Shout out to @AIatMeta
LINK TO CODE IN THE REPLIES
Simple CrewAI x AgentOps Setup
Duration: 11 minutes
The code for this example was written by founding AgentOps engineer @braelyn_ai
Enjoy!🌞
@crewAIInc@ollama@astral_sh
One of our users just sent us this
Huge fans of @crewAIInc
ALT Agency AI helps Fortune 500 companies evaluate and build reliable AI Agents.
It's everywhere. We're all building one. We're hearing every day crazy valuations from companies who claim they're bu
Ai Agency
Agency AI
AI agents suck. We're fixing that.
From the team behind AgentOps, Agency helps teams create reliable AI agents at scale.
Agent Dev Tools
AgentOps is the industry leading agent observability platform.
Vetted AI Agents
Browse 400+ AI agents working in production.
Agent Expertise
We help everyone from startups to enterprise build agents at scale.
About Agency
AI agents are the next major paradigm shift in computing. We bring them to life.
We've personally built and reviewed hundreds of AI agents. Agency helps clients prototype and productionize ambitious projects.
Find out more.
Ready to bring high agency systems to life?
From open source AI agent developer tools like AgentOps to Fortune 500 enterprises, we help clients create safe, reliable, and scalable AI agents.
What happens when you give an AI agent access to your computer?
Check out how to build @AnthropicAI computer use agents tracking by @AgentOpsAI (h/t @cmd_labs + @deedydas for the starter repo)
Here is everything that happened in AI Agents this week 🧵
(save for later)
ALT AgentOps is the leading agent observability company. Every Agent
Needs AgentOps.
Industry leading developer platform to test and debug AI agents.
We built the tools so you don't have to. AI agents suck. We're fixing that.
From the team behind AgentOps, Agency helps teams create reliable AI agents at scale.
Agent Dev Tools
AgentOps is the industry leading agent observability platform.
Vetted AI Agents
Browse 400+ AI agents working in production.
Agent Expertise
We help everyone from startups to enterprise build agents at scale. AI agents are the next major paradigm shift in computing. We bring them to life.
We've personally built and reviewed hundreds of AI agents. Agency helps clients prototype and productionize ambitious projects. Ready to bring high agency systems to life?
From open source AI agent developer tools like AgentOps to Fortune 500 enterprises, we help clients create safe, reliable, and scalable AI agents.