Alternatives

Products that do what An API that catches what your LLM confidently got wrong does

1AT
A tool to properly observe your LLM's context window▲8
Oct 2025 · blog.nilenso.com
2CA
CodeMill – a marketplace for pull requests▲169
2016 · codemill.io
3LD
LLM Deceptiveness and Gullibility Benchmark▲7
2024 · github.com
4AO
An open-source app to easily interact with your LLM▲5
2024 · orac-interface.vercel.app
5DA
DocQuery, an OSS tool for analyzing documents with LLMs▲7
2022 · huggingface.co
6AA
ATO – a GUI to see and fix what your LLM agents configured▲6
Mar 2026 · github.com
7PS
PromptQL – Solving Context Size and Accuracy Issues in LLM Tool Calling▲6
2024 · promptql.hasura.io
8MF
Marketplace for lawyer guided LLM-powered contract review▲6
2024 · screens.ai
9DL
Debugging LLM Failures Like "9.11 > 9.9" via Interpretability▲8
2024 · monitor.transluce.org
10OS
Open-Source JSON Schema Enforcer for LLMs▲5
2023 · github.com
11AS
A static scanner for LLM app code▲6
2025 · github.com
12LC
LLM Code Interpreter▲6
2023 · github.com
13SU
Sunlight, use an LLM to debias your content▲5
2023 · github.com
14VA
Vercel AI SDK Playground – compare LLMs side-by-side▲8
2023 · sdk.vercel.ai
15FL
FortunaMCP – LLMs suck at randomness. I fixed it▲7
2025 · github.com
16AM
An MCP that allows you break LLM's context limit▲5
Sep 2025 · github.com
17DU
DeepEval – Unit Testing for LLMs (Open Science)▲6
2023 · github.com
18LW
LLM Wiki – Open-Source Implementation of Karpathy's LLM Wiki▲6
Apr 2026 · llmwiki.app
19LF
LLM fine-tuning without infra or ML expertise▲5
Jan 2026 · tinytune.xyz
20AO
An open-source code scanner to find issues in prompts and LLM calls▲5
2025 · github.com
21SH
Self hosting a modern LLM stack▲5
Jun 2026 · github.com
22
Token Audit▲2
See where your LLM budget really goes
26d ago · 2229577636392.gumroad.com

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