Kuna
Kuna is an open-source, agent-first decompiler written in Rust that reverses compiled machine code back into readable source — designed from the ground up to be read, tested, and rewritten by AI coding agents rather than humans in a GUI. It began as a Rust port of the NSA's Ghidra decompiler, then diverged.
Zion Leonahenahe Basque of the University of Georgia's Noelo Lab released Kuna on July 29, 2026, built during a fellowship at the Air Force Research Lab and Metalware. An LLM wrote nearly every line, reimplementing over 20 features from the angr decompiler; Kuna now trails IDA Pro 9.2 by just 1.3 points on control-flow structuring benchmarks.
Hacker News commenters described pairing Claude with Ghidra's MCP server to auto-name functions and variables during reverse-engineering sessions — the exact workflow Kuna is purpose-built to accelerate, rather than requiring a separate LLM layer bolted onto a human-first tool.
Think of it as a car dashboard redesigned entirely for the autopilot, not the driver.
See nascent terms 7 days before everyone, unlock every stage filter, and get weekly early alerts.
Why is it emerging now?
Zion Basque's Noelo Lab shipped Kuna on July 29, 2026 — a Rust decompiler almost entirely written by an LLM that now rivals IDA Pro 9.2 on control-flow structuring, reigniting the 'should agents build the tool or just use it' debate on Hacker News.
Search Interest
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Nascent0–7 days
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Emergent ← now8–30 days
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Validating31–90 days
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Rising91–180 days
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Established180 days +
Outlook
6-month signal projection and commercial timeline.
Real IDA-Pro-competitive benchmark results and a working repo give it staying power in the small reverse-engineering niche, not mass search volume.
Risk · The word 'Kuna' collides with the former Croatian currency and the Kuna.io crypto exchange, capping organic search discoverability.
Analogs · Ghidra · angr · AI-assisted reverse engineering
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nowApache-2.0 research release
Free, open-source; no pricing, ads, or affiliate surface yet.
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3-6moDecBench leaderboard drives traffic
Basque's companion benchmark site could anchor recurring reverse-engineering audience.
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6-12moGhidra-plugin ecosystem forms
Security vendors and CTF tooling may package Kuna as a plugin or hosted service.
Competition & Opportunity for term “Kuna”
Signals derived from the tracked queries, the term's monetization cards, and its cluster neighbors. Heuristic except where marked measured (Google KD).
Ideas for term “Kuna”
Buildable pitches — turn this term into an article, site, product, post, newsletter, video, or course. Steal any card and run with it.
Long-tail SEO comparison for reverse-engineers evaluating tools; targets 'kuna vs ghidra' and 'ai decompiler' searches with near-zero current competition.
Step-by-step setup guide covering the three official run modes; captures early how-to search intent before official docs rank.
Security researchers already pipe Ghidra output into agents manually; a packaged connector saves the copy-paste step for a small but well-funded niche.
First-person build log riffing on Kuna's self-refinement premise, aimed at HN/r/ReverseEngineering's appetite for concrete agent-coding war stories.
Visual, benchmark-driven format matches the DecBench comparison already circulating; strong shareable hook for a reverse-engineering YouTube audience.
Zion Basque's decompiler was built almost entirely by an LLM — and it now nearly matches IDA Pro 9.2 on the exact benchmark IDA invented.
Ghidra and IDA Pro were built for humans reading disassembly on a screen; Kuna is the first serious decompiler built for the reader that never gets tired — an agent.
What People Search
Long-tail queries from Google Suggest + Trends. Volume and competition are heuristics — directional, not audited. Content Type comes from query shape.
SERP of term “Kuna”
What searchers see today — organic results on top, paid ads if anyone's bidding. Ad density is a real-time commercial signal.
FAQ
What is Kuna?
Kuna is an open-source, agent-first decompiler written in Rust that reverses compiled machine code back into readable source — designed from the ground up to be read, tested, and rewritten by AI coding agents rather than humans in a GUI.
Why is Kuna emerging now?
Zion Basque's Noelo Lab shipped Kuna on July 29, 2026 — a Rust decompiler almost entirely written by an LLM that now rivals IDA Pro 9.2 on control-flow structuring, reigniting the 'should agents build the tool or just use it' debate on Hacker News.
When did Kuna emerge?
Publicly emerged around 2026-07-30 (about 12 days ago as of 2026-08-11). EarlyTerms first recorded a pipeline signal on 2026-07-30.
Related Terms
Other terms in the same space — aliases, subtypes, competitors, and neighbors to explore next.
- Related coding-agents Coding Agents is the category name for AI developer tools that act on code autonomously — reading a repo, planning a change, editing… →
- Related agentic-coding Agentic coding is the software-development pattern where an autonomous AI agent plans, writes, tests, and iterates on code against a… →
- Related claude-code Claude Code is Anthropic's official command-line coding agent — a terminal tool that reads your codebase, edits files, runs commands,… →
- Related agent-harness An agent harness is the middleware between a large language model and the real world — code that runs the agent loop, calls tools,… →
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Sources
Primary URLs this report cites — open any to verify the claim yourself.
- 01 Noelo Lab — Kuna release post noelo.org ↗
- 02 GitHub — Noelo-Lab/kuna github.com ↗
- 03 Kuna in-browser demo (Noelo Lab) kuna.noelo.org ↗
- 04 Hacker News — Kuna launch thread news.ycombinator.com ↗
- 05 Zion Leonahenahe Basque — Kuna launch thread on X x.com ↗
- 06 DecBench — decompiler benchmark leaderboard decbench.com ↗