nowfound

AI · July 21, 2026

Cartha — Agent Operations Platform

Ops layer for AI agent fleets: traces, memory, hard budgets

Cartha — Agent Operations Platform launched on July 21, 2026 with 6 votes, #3,356 of 24,623 launches that month and more than 75% of that year's launches.

Visit cartha.in ↗Alternativestop 14% of July 2026

What it does

Most teams get AI agent traces. Almost nobody gets governance. Cartha is the ops layer for agent fleets: full run timelines, scoped memory enforced on the server (user/agent/team/org), hard spend budgets that fail closed, attenuated multi-agent delegation, policies, and human-in-the-loop. Instrument in a few lines (Python SDK): @trace, @tool, wrap_openai, then see agents, costs, and memory in one dashboard. Not another chatbot builder. You bring the agents; we keep them accountable.

Cartha is the governance-first agent operations platform. Trace AI agent reasoning, manage multi-agent memory with time-travel recall, enforce hard budget ceilings, and maintain a full audit trail for enterprise compliance. Python & TypeScript SDKs, live dashboard. Built in Mumbai, India.

Runtime governance for autonomous agents — observability, policy enforcement, and a decision trace you can hand to risk. Two lines to instrument. Stops a tool call before it lands. customer_data.export never executed. Waiting on human approval. It has a goal, a model, and tools. Nothing watches the side effects yet. AI in production is a black box. When things break, you're left guessing. Between your agents and production — so they're governable, predictable, and auditable. Init and instrument. Two lines against the stack you already run — LangGraph, CrewAI, OpenAI Agents, and the rest. Every LLM call, tool, and memory access lands in one event graph. Cost, latency, and agent health…from cartha.in

Does a similar job

all alternatives →
  • pumaDBJun 2026 · pumadb.ai · ▲159

    a small hosted memory layer for AI agents

  • TracciaAug 2026 · traccia.ai · ▲197

    AI applications are becoming agents, which has started to take autonomous decisions. There are plenty of tools and platform available to trace, and observe what an agent or llms calls does. They are good in what they do, but tracing and observability isnt enough for AI agents era. We need a solution that can help you observe, evaluate, create run time policies to govern and finally audit the actions of the agent. We built Traccia to solve this problem. The good part, all of these can be achieved by just writing few lines of code. Traccia has an open-sourced sdk that can work with your…

  • AgentOSJun 2026 · sapienx.app · ▲100

    Manage AI agents, tasks, workspaces from one control layer

  • Cognitora2025 · cognitora.dev · ▲86

    Built a multi-agent research system with OpenAI Agents SDK where specialized AI agents collaborate autonomously: Master Orchestrator → Data Analyst → Statistician → Report Writer Each agent has specific expertise. The orchestrator delegates tasks. All agents can execute code securely to solve problems. Example workflow: "Analyze e-commerce data" - Data Analyst: writes Python to load/clean data, spots trends - Statistician: performs significance tests, calculates growth rates - Report Writer: synthesizes findings into executive summary This demonstrates OpenAI Agents SDK's handoff system…

  • Oodle.ai – $10 per million agent tracesJul 2026 · oodle.ai · ▲31

    Hi HN, we're Kiran and Vijay! Over the past two years, we have built a columnar storage engine for observability: logs, metrics, and traces. Today, it's exciting for us to show what we've built on top of that foundation: LLM Agent Observability. Given how non-deterministic agents are, storing all traces without sampling was critical for us. But these traces tend to be in the MBs, sometimes GBs - we needed to store them inexpensively. We also needed the queries and analyses to be fast. To meet both these goals, we store them in S3 in our own parquet-like file format, and query them using AWS…

  • Run AI Agents on your cloud infrastructure2025 · okteto.com · ▲12

    Hi, founder of Okteto here! We’ve been experimenting with AI agents in our workflows at Okteto. Running them locally worked at first, but quickly became painful. git worktrees, multiple terminals, and messy context switches slowed us down. So we built Agent Fleets: ephemeral, fully managed environments for AI agents, built on top of Okteto’s development platform. Each agent runs in its own containerized environment on your infrastructure, with the services, tools, and policies it needs. You can spin up agents with a single click or API call. No local setup. No git worktrees. The beta…

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 17d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 17d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 18d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 20d ago · stillwet.art

  • Onepin▲384

    AI voiceover with every name, price and date said right

    AI · 30d ago · onepin.ai

  • A real-time world model you can explore and change

    AI · 28d ago · world.pixverse.video

Source: Product Hunt launch ↗

Launched alongside, July 2026

the whole month →
  • IR

    I might be the only SRE on Earth with his own bowling center. It's a more in-depth gig than you'd think. My family and I bought an abandoned 8-lane bowling center in the rural mid-west. In our small town there weren't many recreation options for families. You've heard of a food desert? This is an R&R desert. It had been abandoned for a good reason. The roof leaks, the electrical system was constantly surging, and my 70-year-old bowling equipment (still) doesn't work perfectly. The system that keeps your score is particularly interesting to me. It's the thing you watch during your game, but…

    Life & fun · Jul 2026

  • Elevators▲1,680

    How elevators push your buttons

    Life & fun · Jul 2026 · john.fun

  • 18 Words▲1,160

    Play 18 Words, the free daily word puzzle. The official home is 18words.com. Tap Play now to open today

    Life & fun · Jul 2026 · 18words.com

  • BA

    Over the past few months, our team has been building more and more slidedecks using web frontend technologies with coding harnesses like Claude Code, but a common complaint is to make even small edits we need to edit the code either manually or via the harness. To avoid this loop, I ended up creating Bento, a single HTML file with everything you need in a slide tool including animations and shared editing. There's no install or cloud login, everything works offline. The default deck is around 560 KB and it doesn't need to fetch anything once you got it. Open it in a browser and then you can…

    Dev tools · Jul 2026 · bento.page

  • A few days ago I found myself trying out GLM 5.2 and was really positively impressed. The capabilities and security I was getting from this LLM are similar to those I've gotten from models like Claude or GPT, and this really surprised me. But then I thought, "I wonder how it would work on a normal computer like mine," and above all, "I wonder if it would work without going into OOM on a computer like mine." So I started working with the help of agents to test this possibility. I started converting the model to int4, understanding MTP usage, and if possible implementing DSA for long context.…

    AI · Jul 2026 · github.com

  • OpenSEO▲928

    Hello! For the last 2 months, I've been building OpenSEO. It's a user friendly UI wrapping the DataForSEO API which has high quality SEO data for keywords, backlinks, AI SEO and competitor research. Instead of paying $100+ per month, you buy DataForSEO credits and pay only for usage. The coolest thing about the project so far has been hearing about what people are building on top of it. People are using coding agents to quickly integrate with Google Search Console, Google Ads and building their own AI SEO and reporting features. Many were already building their own custom solutions around…

    Dev tools · Jul 2026 · openseo.so