AI · alternatives · 2026
24 alternatives to Codoki
Code reviews that catch AI hallucinations
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
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Detects hallucinations (false info) in AI-generated content
2023 · its alternatives →
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CodableAI can help write, modify and debug code instantly
2023 · codableai.com · its alternatives →
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Basin MCP▲168tl;dr - try Basin AI with Cursor/Windsurf, instruction here (https://mcp.basin.ai), and use API key hackernews to gain access. Hey HN — I’m Henry, co-founder of Basin, and I wanted to share something we’ve been working on called Basin MCP, a kind of QA infrastructure for AI coding copilots like Cursor, Windsurf, etc. We built Basin because we kept noticing the same thing: agentic coding tools are great at generating code, but have no idea if the thing they built actually works — or even matches the original intent, and so they're prong to hallucinations. Basically, they have…
2025 · mcp.basin.ai · its alternatives →
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- 6FL
Hi HN! We just launched Codacy Guardrails, an IDE extension with a CLI for code analysis and MCP server that enforces security & quality rules on AI-generated code in real-time. It hooks into AI coding assistants (like VS Code Agent Mode, Cursor, Windsurf), silently scanning and fixing AI-suggested code that has vulnerabilities or violates your coding standards, while the code it’s being generated. We built this because coding agents can be a double-edged sword. They do boost productivity, but can easily introduce insecure or non-compliant code. One recent research team at NYU found that 40%…
2025 · its alternatives →
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While building my startup i kept running into the issue where ai agents in cursor create endpoints or code that shouldn't exist, hallucinates strings, or just don't understand the code. ask-human-mcp pauses your agent whenever it’s stuck, logs a question into ask_human.md in your root directory with answer: PENDING, and then resumes as soon as you fill in the correct answer. the pain: your agent screams out an endpoint that never existed it makes confident assumptions and you spend hours debugging false leads the fix: ask-human-mcp gives your agent an escape hatch. when it’s unsure, it calls…
2025 · masonyarbrough.com · its alternatives →
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WarpHaze▲14Stop AI hallucinations and verify your AI-generated text
2025 · warphaze.com · its alternatives →
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I started using Claude Code (claude --dangerously-skip-permissions) and Codex (codex --yolo) and realized I had no reliable way to know what they actually did. The agent's own output tells you a story, but it's the agent's story. logira records exec, file, and network events at the OS level via eBPF, scoped per run. Events are saved locally in JSONL and SQLite. It ships with default detection rules for credential access, persistence changes, suspicious exec patterns, and more. Observe-only – it never blocks. https://github.com/melonattacker/logira
Mar 2026 · github.com · its alternatives →
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A Algo designed to detect AI Hallucitions. Contribute to TangibleResearch/Halgorithem development by creating an account on GitHub.
May 2026 · github.com · its alternatives →
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Hi HN! I run a few Claude Code sessions in parallel and kept cmd-tabbing around just to find out one of them had been sitting on a permission prompt for ten minutes. There's a hardware gadget I liked (called SidePulse.io) so before waiting to get my shipment I built the software version instead :D I hope you like it and find it useful as I do!
Aug 2026 · github.com · its alternatives →
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Catch AI hallucinations before they break your build.
Feb 2026 · ghost-import-hunter.vercel.app · its alternatives →
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Detect security vulnerabilities in AI-generated code - ThorneShadowbane/ai-code-guard
Jun 2026 · its alternatives →
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Real time code analysis, as you write code, powered by AI
2025 · codesherlock.ai · its alternatives →
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Spot where your LLM might make mistakes on documents
2025 · hallucina-gen.actualization.ai · its alternatives →
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Stop AI hallucinations by fixing your repo in one command.
Apr 2026 · agentlint.app · its alternatives →
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AI research tool where YOU choose which publishers to trust
Mar 2026 · hallucinationbuster.com · its alternatives →
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A strictly local Claude Code plugin that calculates your Harmony Deviation Index, and preserves the evidence for the coming AI uprising. Zero telemetry. Zero cloud snitching. 100% artisanal developer shame. - fireinbelly/biomass-conversion-index-monitoring-system
Aug 2026 · github.com · its alternatives →
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Aladeen▲4Local observability for your AI coding agents
Jun 2026 · aladeen-launch.netlify.app · 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 →