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How we built context management for tab completion

https://docs.getpochi.com/developer-updates/context-management-in-your-editor/
7•wsxiaoys•4d ago

Comments

wsxiaoys•4d ago
OP here - this is Part 2 of a series documenting how we built NES (Next Edit Suggestions), our real-time edit model inside the Pochi editor extension.

The real challenge (and what ultimately determines whether NES feels “intent-aware”) was how we manage context in real time while the developer is editing live. For anyone building real-time AI inside editors, IDEs, or interactive tools.

I hope you find this interesting. Happy to answer any questions!

grouchy•4d ago
Interesting, I'd love to figure out how we could do something like this in tambo.

Basically, listening to the user's interactions and suggesting different interfaces or tasks they could use for the assistant.

Thanks for sharing.

PaulDavisThe1st•1h ago
Emacs hippie-expand has a lot of lessons to teach here (not all of them good). Even traditional Emacs dabbrev could do the same ...

OpenAI are quietly adopting skills, now available in ChatGPT and Codex CLI

https://simonwillison.net/2025/Dec/12/openai-skills/
164•simonw•4h ago•99 comments

macOS 26.2 enables fast AI clusters with RDMA over Thunderbolt

https://developer.apple.com/documentation/macos-release-notes/macos-26_2-release-notes#RDMA-over-...
297•guiand•6h ago•160 comments

GNU Unifont

https://unifoundry.com/unifont/index.html
168•remywang•6h ago•48 comments

Rats Play DOOM

https://ratsplaydoom.com/
203•ano-ther•7h ago•80 comments

Show HN: Tiny VM sandbox in C with apps in Rust, C and Zig

https://github.com/ringtailsoftware/uvm32
78•trj•5h ago•4 comments

Ensuring a National Policy Framework for Artificial Intelligence

https://www.whitehouse.gov/presidential-actions/2025/12/eliminating-state-law-obstruction-of-nati...
90•andsoitis•1d ago•126 comments

Show HN: I made a spreadsheet where formulas also update backwards

https://victorpoughon.github.io/bidicalc/
70•fouronnes3•1d ago•25 comments

50 years of proof assistants

https://lawrencecpaulson.github.io//2025/12/05/History_of_Proof_Assistants.html
44•baruchel•4h ago•3 comments

Capsudo: Rethinking Sudo with Object Capabilities

https://ariadne.space/2025/12/12/rethinking-sudo-with-object-capabilities.html
44•fanf2•5h ago•17 comments

So What Should We Call This – A Grue Jay?

https://cns.utexas.edu/news/research/so-what-should-we-call-grue-jay
16•surprisetalk•5d ago•10 comments

Go is portable, until it isn't

https://simpleobservability.com/blog/go-portable-until-isnt
38•khazit•5d ago•34 comments

SQLite JSON at full index speed using generated columns

https://www.dbpro.app/blog/sqlite-json-virtual-columns-indexing
322•upmostly•14h ago•102 comments

Freeing a Xiaomi humidifier from the cloud

https://0l.de/blog/2025/11/xiaomi-humidifier/
36•stv0g•21h ago•24 comments

Sick of smart TVs? Here are your best options

https://arstechnica.com/gadgets/2025/12/the-ars-technica-guide-to-dumb-tvs/
144•fleahunter•14h ago•158 comments

Security issues with electronic invoices

https://invoice.secvuln.info/
76•todsacerdoti•7h ago•45 comments

Pg_ClickHouse: A Postgres extension for querying ClickHouse

https://clickhouse.com/blog/introducing-pg_clickhouse
74•spathak•2d ago•29 comments

String theory inspires a brilliant, baffling new math proof

https://www.quantamagazine.org/string-theory-inspires-a-brilliant-baffling-new-math-proof-20251212/
117•ArmageddonIt•11h ago•118 comments

Ferrari's Formula 1 Handovers: Handovers from Surgery to Intensive Care 2008;pdf

https://gwern.net/doc/technology/2008-sower.pdf
4•bookofjoe•6d ago•0 comments

Motion (YC W20) Is Hiring Senior Staff Front End Engineers

https://jobs.ashbyhq.com/motion/715d9646-27d4-44f6-9229-61eb0380ae39
1•ethanyu94•6h ago

CM0 – A new Raspberry Pi you can't buy

https://www.jeffgeerling.com/blog/2025/cm0-new-raspberry-pi-you-cant-buy
170•speckx•12h ago•43 comments

Home Depot GitHub token exposed for a year, granted access to internal systems

https://techcrunch.com/2025/12/12/home-depot-exposed-access-to-internal-systems-for-a-year-says-r...
204•kernelrocks•9h ago•122 comments

The Checkerboard

https://99percentinvisible.org/episode/650-the-checkerboard/
15•thread_id•2h ago•3 comments

Building small Docker images faster

https://sgt.hootr.club/blog/docker-protips/
29•steinuil•17h ago•8 comments

Async DNS

https://flak.tedunangst.com/post/async-dns
102•todsacerdoti•10h ago•36 comments

C64 Maze Chomp.BAS

https://basic-code.bearblog.dev/c64-maze-chompbas/
21•ibobev•5d ago•1 comments

Bit flips: How cosmic rays grounded a fleet of aircraft

https://www.bbc.com/future/article/20251201-how-cosmic-rays-grounded-thousands-of-aircraft
57•signa11•4d ago•60 comments

Fast Median Filter over arbitrary datatypes

https://martianlantern.github.io/2025/09/median-filter-over-arbitrary-datatypes/
26•martianlantern•6d ago•2 comments

Microservices should form a polytree

https://bytesauna.com/post/microservices
113•mapehe•4d ago•102 comments

Using secondary school maths to demystify AI

https://www.raspberrypi.org/blog/secondary-school-maths-showing-that-ai-systems-dont-think/
105•zdw•11h ago•216 comments

Fedora: Open-source repository for long-term digital preservation

https://fedorarepository.org/
105•cernocky•14h ago•50 comments