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Show HN: React isn't the terminal UI bottleneck, the output pipeline is

2•nathan-cannon•1h ago
Anthropic rewrote Claude Code's terminal renderer and found that React wasn't the problem. Ink's line-level rewriting was. I built their approach into a standalone library.

CellState uses a custom React reconciler that renders directly to a cell grid and diffs frame-by-frame at the cell level. You keep native terminal behavior (scrolling, text selection, Cmd+F) because it runs inline instead of alternate screen.

React's reconciler only touches the subtree that changed, and the cell diff only covers the viewport, not the full scrollback.

At 250 messages (33KB of content), a single cell update writes 34 bytes to the terminal regardless of content size. Ink writes 41,955 bytes for the same change. The full rendering pipeline (reconciliation, layout, rasterize, cell diff) takes 2.54ms vs Ink's 36.93ms.

Benchmarks and methodology: https://github.com/nathan-cannon/tui-benchmarks

https://github.com/nathan-cannon/cellstate

Freedom in the World 2026 [pdf]

https://freedomhouse.org/sites/default/files/2026-03/FIW2026_final_digital%20%281%29.pdf
1•doener•53s ago•0 comments

The quadratic problem nobody fixed

https://iev.ee/blog/the-quadratic-problem-nobody-fixed/
1•lalitmaganti•1m ago•0 comments

Steer your Waymo with your phone

https://waymo.fraud.llc/
1•bradleybuda•5m ago•1 comments

Equality Saturation and Symbolic Regression

https://egraphs.org/meeting/2026-03-19-symbolic-regression
1•matt_d•5m ago•0 comments

Clipping Parts of Videos from Plex

https://git.sr.ht/~jacky/plexclip
1•jackyalcine•5m ago•0 comments

Breaking Signals, Breaking Systems

https://guille.site/posts/breaking-signals/
1•LolWolf•8m ago•0 comments

Some ideas for companies that need people to come to the office

https://vishal.rs/essay/some-ideas-for-companies-that-need-people-to-come-to-the-office
1•vishalontheline•9m ago•0 comments

QCK-FDP: Hallucination Detection 30,000x Faster. Runs on CPU

https://github.com/QCK-Framework/QCK_SMART_Fractal-Data-Pruning
1•qck-framework•11m ago•0 comments

Show HN: Edgee – We Made Claude Pro Last 26.5% Longer

https://www.youtube.com/watch?v=EQHYskM0nmg
5•sachamorard•15m ago•0 comments

KVM Is The Weak Link – How a $30 Device can own your network

https://eclypsium.com/blog/your-kvm-is-the-weak-link-how-30-dollar-devices-can-own-your-entire-ne...
2•cws•17m ago•0 comments

Show HN: Open-source CLI that turns 128 test failures into 2 root causes

https://github.com/bilalimamoglu/sift
2•bimamoglu•17m ago•0 comments

I Asked Claude to Profile Me Like a CIA Asset. It Was Uncomfortably Accurate

https://ezzeriesa.notion.site/PSY-2026-0318-Subject-BERLIN-3281308b4204809caca4f6182270ff29
2•kurinikku•17m ago•0 comments

Markdown UI – rendering interactive widgets in plain Markdown

https://github.com/BlueprintLabIO/markdown-ui
2•mihau•17m ago•0 comments

Thoughts on OpenAI acquiring Astral and uv/ruff/ty

https://simonwillison.net/2026/Mar/19/openai-acquiring-astral/
2•jt-hill•18m ago•0 comments

Stop Using /Init for Agents.md

https://medium.com/@addyosmani/stop-using-init-for-agents-md-3086a333f380
2•speckx•18m ago•0 comments

Many Meanings of the Word Model

https://0byte.io/articles/many_meanings_of_model.html
2•0bytematt•18m ago•0 comments

Show HN: Hopsule – Persistent Memory Layer for AI Engineering

https://hopsule.com/
3•firatcan•21m ago•0 comments

War may bring lasting change to the airline business

https://www.economist.com/business/2026/03/16/war-may-bring-lasting-change-to-the-airline-business
3•edward•22m ago•0 comments

Cleaning the Slate: The Engineering Behind Python 3.0

https://techlife.blog/posts/cleaning-the-slate-the-radical-engineering-behind-python-3-0-the-stor...
4•tsenturk•23m ago•0 comments

Professional Robotics League

https://www.pro-rl.com
3•Jupe•24m ago•0 comments

Noq: n0's new QUIC implementation in Rust

https://www.iroh.computer/blog/noq-announcement
15•od0•24m ago•1 comments

The Sacred Project of American Sociology

https://heterodoxacademy.org/blog/social-science-sacred-project-american-sociology/
2•appreciatorBus•24m ago•0 comments

At the last minute, Meta decides not to kill Horizon Worlds VR after all

https://arstechnica.com/gadgets/2026/03/at-the-last-minute-meta-decides-not-to-kill-horizon-world...
5•canucker2016•24m ago•0 comments

Is cheap energy the key to China gaining AI supremacy?

https://www.economist.com/china/2026/03/18/is-cheap-energy-the-key-to-china-gaining-ai-supremacy
3•edward•24m ago•0 comments

TCGPlayer Cart Optimizer Using HiGHS

https://github.com/shamwow/tcgplayer-optimizer
3•shahmeern•26m ago•0 comments

Canada's population shrank last year – a first for the country, StatsCan says

https://www.cbc.ca/news/politics/canada-population-decline-first-time-9.7133643
3•dj_rock•26m ago•0 comments

US to require $15,000 bond to visa recipients from 12 more countries

https://www.reuters.com/world/americas/us-require-15000-bond-visa-recipients-12-more-countries-20...
6•onemoresoop•27m ago•0 comments

Fear and Fragility: The Glass Delusion and Its History

https://publicdomainreview.org/essay/fear-and-fragility-the-glass-delusion-and-its-history
3•Petiver•27m ago•0 comments

Cartographer Margaret Wickens Pearce is charting a new way to see the world

https://www.nationalgeographic.com/culture/nat-geo-33/article/margaret-wickens-pearce-2026
3•bryanrasmussen•28m ago•0 comments

CBC: A Superior Goal Setting and Execution Framework

https://alnewkirk.com/frameworks/cbc
2•iamalnewkirk•31m ago•0 comments