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Mentlio: Engineering Intelligence and Token Optimization for the AI-Coding Era. It is listed under Development & Code on AI Registry as a paid tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Mentlio. This is an automatic list. We have not written a researched verdict for Mentlio yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
The programming language for AI
Boundary is the company behind BAML, a programming language designed for writing AI agents and the code they produce. The name stands for Basically a Made up Language. It reads like TypeScript, with unions, generics, lambdas and pattern matching, but removes the escape hatches an agent could hide behind: there is no an...
Simulation Engine for Benchmarking AI Products
Kashikoi is a simulation platform for testing AI agents. The vendor says it lets teams build, evaluate and test an agent by simulating real world interactions, so bugs surface before customers see them. Its headline claim is that an agent can be benchmarked from one prompt with no code, replacing manual evaluation work...
Persistent sandboxes for agents like hermes, openclaw, claude code
Agent 37 is a hosting platform for AI agents. Through its Cloud API a single call provisions an always on sandbox running Hermes, OpenClaw, Claude Code, Codex or a custom harness, and each of your users can get their own sandbox whose files, memory, sessions and connected tools persist until you delete it. A browser ba...
We find where AI agents fail, then train better models to run them.
Agnost AI is a monitoring platform for AI agents in production. It reads real conversations and traces to detect silent failures, the moments when users correct an agent, repeat a question or give up, and surfaces them without anyone filing a bug report. The Y Combinator backed company then proposes fixes that a team c...
Context layer for production-grade AI agents
Airbyte is an open source data movement platform that replicates data from more than 700 source systems into warehouses, lakes, vector databases and AI agents. It runs ELT pipelines to the storage layer of your choice and adds two layers aimed at AI: a Context Store that provides entity resolution and semantic search o...
Infra to build your own software factory
Amika provides multiplayer cloud workstations for coding agents and the engineers who direct them. Each workstation, which Amika calls a Rig, is a virtual machine preloaded with a team's git repositories, development services and chosen coding agents such as Claude Code, Codex or OpenCode. It replaces local git worktre...