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Overmind

by Overmind@overmindlabNo ratings yet

A platform for tracing AI applications, preparing data, evaluating models, and training and serving specialized models.

Visit overmindlab.ai

Linked from overmindlab.ai · checked 2 Nov

Tool type
AI application observability, evaluation, data preparation, and model training platform
Made for
AI engineering teams
Runs on
Hosted Console or self-hosted deployment
The Console is hosted; the platform can also be run on the user's own infrastructure with Docker Compose. CLI, REST API, MCP server, and Python tracing SDK are documented interfaces.
Last checked
2 Nov 2026
6 product sources

From @OvermindLab

Recent important posts · launches

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What it does

Overmind is an AI development and model-training platform for engineering teams working on AI applications and agents. It takes repository context, production traces, or uploaded files and datasets as inputs. Teams can inspect agent executions and failures, turn traces into training or evaluation datasets, and compare prompts or models against real tasks and defined checks. The results include evaluation records, training runs, deployed models, and downloadable weights and checkpoints.

The hosted Console provides a visual view of traces, datasets, evaluations, training progress, and deployments. Overmind also connects to coding agents through MCP, with a CLI for repository and local-file work; a Python tracing SDK and REST API are available. Users can fine-tune open models on their data, then host them on Overmind or run them on their own infrastructure. A free account is available to start, while training, inference, evaluation, and optimizer runs consume credits. Self-hosting is also offered, but requires configuring infrastructure and service credentials; repository evidence lists dependencies for training and serving. The platform code uses AGPL-3.0, while the SDK and CLI use MIT licenses; self-hosted operation still requires configured external services.

What it can do

  • Trace and inspect agent executions, failures, quality, latency, and model usage
  • Prepare versioned training and evaluation datasets from production traces or uploaded files
  • Evaluate outputs against explicit checks and compare models or prompt and code changes
  • Fine-tune language or decision models using custom data
  • Deploy models and call them through an OpenAI-compatible API
  • Inspect training progress and download model weights and checkpoints

Works with

  • MCP-compatible coding agents, including Cursor, Claude Code, OpenCode, and Codex
  • OpenTelemetry traces
  • Langfuse
  • LangSmith
  • Braintrust
  • Galileo
  • OpenAI-compatible API

Before you choose

  • Free includes one seat per project and a one-time $50 credit; compute-consuming training, inference, evaluation, and optimizer runs use credits.
  • Hosted model training and serving require compute credits; users may instead download weights and checkpoints to serve on their own infrastructure.
  • Self-hosting requires configuring service credentials and dependencies; the repository documents Modal, AWS, model-provider, and other setup requirements for relevant functions.

Listed under

Get started

The official site offers a free account and links the start action to the Console.

  1. Create an account in the Overmind Console and choose a project.
  2. Connect a coding agent through MCP, or use the CLI and Python tracing SDK; supply a repository, production traces, or a dataset.
  3. Prepare data and run an evaluation or training job; check the expected cost before launching training.
Create a free account

Plans and prices

Free includes one seat per project and a one-time credit grant. Pro includes unlimited seats and recurring monthly credits. Unused credits do not expire; additional credits can be added. Training and serving prices vary by model. Enterprise uses custom usage contracts.

FreeFreeFree plan.
  • All platform features
  • One seat per project
  • One-time $50 credit
  • Console, CLI, and MCP server
  • Community Discord support
Pro$120/moMonthly plan price.
  • All Free features
  • Unlimited seats
  • $120 in credits each month
  • Priority support
EnterpriseCustomCustom pricing and usage contracts.
  • Everything in Pro
  • Dedicated technical support
  • SSO and custom authentication
  • Custom onboarding and playbooks
  • Usage contracts

Source: overmindlab.ai/pricing, checked 2 Nov 2026. Prices can change; check before you buy.

Sources for this overview

Product pages, documentation, and pricing checked 2 Nov 2026. Each source supports part of the overview; availability and prices can change.

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What’s changed

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Launches, price moves and pivots, each with a date and a source. Free with an account.

Signals

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Launch traction, hiring and release activity, tracked over time. Free with an account.

Data and security

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See how Overmind handles your data

Training on your files, compliance, hosting and the models behind it. Free with an account.

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Where this comes from

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Last checked 2 Nov 2026. Every field keeps its source and date; unknown means we couldn’t confirm it.