Mirrors

Active · Fix recurring AI agent mistakes with real-time guidance

YC F26

Website YC profile

Why it ranks

How the rank works

7signal of 100 · rising 7

went through YCProgram · this site+4
team of 2Team size · YC's directory+2.5

A sum of public facts, not a judgement and not investment advice.

Competitors

videogame.aiShared: agent work, productionspeedrun SR002San FranciscoStartup →

Companies closest to Mirrors
Company	Category	Status	Program
videogame.aiShared: agent work, productionspeedrun SR002Not statedAI	AI	Not stated	speedrunSR002

Adjacent

OneCLIShared: agent work, aiops, changeYC S26Tel Aviv-YafoStartup →Other

SkyflowShared: situationSeedcamp 2023Startup →AI

TiloShared: agent work, aiops, changeYC F26San FranciscoStartup →AI

Janet AIShared: agent handle, moment, contextYC S25San FranciscoStartup →AIInactive

AtlaShared: aiops, prompt, agentYC S23LondonStartup →

Companies next to Mirrors
Company	Category	Status	Program
OneCLIShared: agent work, aiops, changeYC S26ActiveAI, Devtools	AI, Devtools	Active	YCS26
SkyflowShared: situationSeedcamp 2023Not statedOther	Other	Not stated	Seedcamp2023
TiloShared: agent work, aiops, changeYC F26ActiveAI, Devtools	AI, Devtools	Active	YCF26
Janet AIShared: agent handle, moment, contextYC S25ActiveAI	AI	Active	YCS25
AtlaShared: aiops, prompt, agentYC S23InactiveAI, Data, Devtools	AI, Data, Devtools	Inactive	YCS23

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Company	Category	Status
PapayaContinuously improve the quality of your AI agents.team of 3ActiveAI, Devtools	AI, Devtools	Active
Agent 37Cloud Sandbox for AgentsActiveAI, Devtools	AI, Devtools	Active
Agent RelayLet your teams' coding agents message each otherteam of 2ActiveAI, Devtools	AI, Devtools	Active
Alkera AIReliable and safe data engineering and data science agentsteam of 3ActiveAI, Data, Devtools	AI, Data, Devtools	Active
Armorer LabsContinuous security verification for AI systems in regulated…team of 2ActiveAI, Devtools	AI, Devtools	Active
AucertA team of expert AI agents that test mobile apps on their own.team of 2ActiveAI, Devtools	AI, Devtools	Active

Founders

Aryan SinghalFounder/CEO

About Mirrors

Production AI agents keep making the same mistakes. The usual fix is another line in the system prompt. Over time, the agent carries instructions for dozens of situations, even when it's doing something simple, and every correction becomes another thing to maintain. Mirrors helps developers maintain production agents by turning recurring mistakes into targeted corrections. Mirrors surfaces recurring mistakes across your production runs. You write a correction, choose the situations where it applies, and preview which past conversations it would have reached. Once activated, Mirrors adds it to your agent only in those situations. You can then compare outcomes with and without the correction to see whether it helped. Unlike skills, the agent doesn't decide what to load. The scope you set does. Corrections live in one place, scoped to the right accounts and workflows. Mirrors connects through an SDK and works with any agent framework, and your application keeps control of its model calls and tools. We're building Mirrors for engineering teams running customer-facing agents.

YC batch: F26 · Fall 2026
Status, per YC: Active
Category: AI, Developer tools
Team size: 2
Location: San Francisco, CA, USA
Founded: 2026
Checked: 6h ago

YC tags: AIOps, Developer Tools, SaaS, B2B, AI