AI · alternatives · 2026
24 alternatives to Tessera – an AI agent that refuses to answer without evidence
A trust layer for enterprise AI agents: answers traceable to their evidence, with a score for how much to trust them. - robert-vetter/tessera
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier.
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SimplAIfree tier, from $5/mo▲589Hey HN, I've been building SimplAI for the past several months — it's a platform for building, testing, and deploying LLM-powered agents and multi-step workflows. The problem I kept running into: spinning up an AI agent pipeline means stitching together prompt management, tool calling, memory, evals, and deployment — often from scratch every time. SimplAI tries to be the layer that handles all of that so you can focus on what your agent actually does. What it does: - Visual + code-first workflow builder for chaining LLM calls, tools, and APIs - Built-in prompt versioning and A/B testing…
2025 · simplai.ai · its alternatives →
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AgentSea▲439Today we’re excited to introduce AgentSea, a private AI chat built for sensitive work. When you use closed-source AI models, your data can: – be stored – pulled into training pipelines – shared with third parties That might be fine if you’re making memes or drafting LinkedIn posts. But it becomes a serious risk when you’re pasting contracts, health info, financial data, or business secrets. That’s why we built AgentSea. In Secure Mode, all chats run on open-source models or models hosted on our own servers. Your data never leaves, is never used for training, and is never leaked. Agentsea…
2025 · agentsea.com · its alternatives →
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Cyris▲98"Cyris is the orchestration layer your AI agents are missing. Whether you're a two-person startup or a 10,000-employee health system — connect agents from OpenClaw, Claude, GPT-4o, Ollama, EPIC, or any platform and have them coordinate, hand off, and escalate across your entire organization. Self-hosted. Auditable. Human-governed" Just a side project I've been working on, and was curious whether people would actually find something like this useful! I'd recommend checking out the sandbox as well.
Apr 2026 · cyrisai.dev · its alternatives →
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QualGent▲296I built an AI agent that can do mobile app QA after working at Google for years and waiting weeks for QA results. It runs on real devices and uses an ensemble of agents (including computer use) to test like a human. Happy to answer questions and hope it helps app devs ship faster without bugs!
Dec 2025 · qualgent.ai · its alternatives →
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Botsify▲284Branded AI agents that browse, code, and execute skills.
2016 · botsify.com · its alternatives →
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Build autonomous Python agents with native Agent-to-Agent (A2A) communication - protolink/examples/ai_courtroom at main · nMaroulis/protolink
Aug 2026 · github.com · its alternatives →
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The Only AI Tool That Doesn't Trust AI
Mar 2026 · triall.ai · its alternatives →
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Much of my work right now involves complex, long-running, multi-agentic teams of agents. I kept running into the same problem: “How do I keep these guys in line?” Rules weren’t cutting it, and we needed a scalable, agentic-native STANDARD I could count on. There wasn’t one. So I built one. Here are two open-source protocols that extend A2A, granting AI agents behavioral contracts and runtime integrity monitoring: - Agent Alignment Protocol (AAP): What an agent can do / has done. - Agent Integrity Protocol (AIP): What an agent is thinking about doing / is allowed to do. The problem:…
Feb 2026 · mnemom.ai · its alternatives →
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Combat Scam and Fraud with AI
2024 · apps.apple.com · its alternatives →
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Tessary▲23Stop your agents from failing silently in production
2d ago · tessary.ai · its alternatives →
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Kayeh AI▲7Try Socrates, a maximally truth-seeking AI news agent
2025 · consensus.kayeh.ai · its alternatives →
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Avowex is the trust layer for AI agents.
Jun 2026 · avowex.com · its alternatives →
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Atlas▲4The free AI that tells you how much to trust its answers
Jun 2026 · atlasppt.com · its alternatives →
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Observe, govern, and protect your AI agent systems
May 2026 · a2a.midlantics.com · its alternatives →
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Open-source OWASP security testing for AI models and agents
Mar 2026 · github.com · its alternatives →
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Humans don't reason alone, neither should AI.
Jan 2026 · app.dialetica.ai · its alternatives →
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Tenet AI▲13Stop tracing AI errors. Start proving your AI decisions.
Apr 2026 · tenetai.dev · its alternatives →
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A2SPA▲8A2SPA is a runtime authorization layer for AI-agent actions with signed payloads, nonce replay protection, policy checks, state continuity, receipts, and audit logs.
Nov 2025 · aimodularity.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →