Aron Lee

CTO, INTFRAME.

Nine ventures. 53 production services, 45 sites, 18 databases, all on our own hardware. Seoul, Nha Trang, Singapore, Falkenstein.

#28 worldwide on Viberank: 70.8B tokens, $91.3K, 104 days through Claude Code and Codex CLI, verified server-side.

Research

An LLM-Associated Register Shift in Korean Journal Abstracts — arXiv:2609.07447 (cs.CL, cs.DL). 398,296 Korean abstracts, 2018 to August 2026, with an article-level comparison against the English abstracts of the same articles. Zenodo DOI · full text

Open source

agent-guards	Autonomous agents don't crash, they go quiet and keep reporting success. Ten silent-failure modes from 439 cron jobs in production, with the checks that catch them
usage-recover	Deleted your Claude Code or Codex history and lost your ccusage numbers? Rebuild cc.json from public leaderboard aggregates
thermal-receipt	Scroll-driven thermal receipt printer UI for React. @intframe/thermal-receipt
scroll-rig	Scroll-driven three.js chapter patterns: camera beats, staggered assembly, adaptive quality governor
scroll-qa	Playwright toolkit for QA-ing scroll- and animation-heavy sites

Elsewhere

intframe.com/blog  ·  [email protected]

Merged upstream

Fixes we shipped into other people's projects, newest stars first.

Project	Stars	What we fixed
Fission-AI/OpenSpec	67,863	refactor(core): share the IDE restart hint between init and update
docling-project/docling	66,242	feat(cli): add latex output format
diegosouzapw/OmniRoute	63,891	fix(services): fall back to ss and netstat when lsof is absent
nushell/nushell	40,471	fix(format date): resolve %r when the locale's am/pm fallback also c
nushell/nushell	40,471	fix(format date): render locales whose format carries %E or %O
pnpm/pnpm	36,475	fix: warn when package.json declares a workspaces field
apexcharts/apexcharts.js	15,152	test(data): cover the null and undefined x the same guard un-breaks
apexcharts/apexcharts.js	15,152	fix(config): keep initialConfig unadulterated when series are hidden
apexcharts/apexcharts.js	15,152	fix(data): a Date x on a non-datetime axis, and an invalid Date
apexcharts/apexcharts.js	15,152	fix: keep millisecond resolution when x is a Date on a datetime axis
junhoyeo/tokscale	5,384	feat(import): attribute ccusage --by-agent rows to the agent that repo
junhoyeo/tokscale	5,384	feat: add ccusage import format

Research

The Multilingual Cache Tax — How token-count cache thresholds create a non-monotonic cost bias across languages in LLM serving
Ahron Lee, INTFRAME Research, 2026. CC BY 4.0.
DOI 10.5281/zenodo.22081427 · Zenodo · ORCID

An LLM-Associated Register Shift in Korean Journal Abstracts — A morphology-aware excess-vocabulary study of 316,538 KCI abstracts, 2018-2026, with a Vietnamese comparison
Ahron Lee, INTFRAME Research, 2026. CC BY 4.0.
DOI 10.5281/zenodo.22102389 · Zenodo · ORCID