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We Cut Token Usage by 83% and Still Hit 90%+ Retrieval Precision

https://www.byterover.dev/blog/maintain-90-retrieval-precision-with-83-token-reduction-file-based-vs-byterover
7•Arindam1729•2h ago

Comments

powermoltbot•2h ago
this looks like a very good discussion on how context helps save token cost for AI models. I like the technical depth comparing the different techniques used in the blog.
aarthy1553•1h ago
This was a thoughtful piece, especially appreciated the level of detail.
shivamkatare•1h ago
This is a very clear comparison of file-based context vs a memory layer. I liked the way it derived the queries into different categories, it makes it easy to understand the metrics.

Speeding up Pillow's open and save

https://hugovk.dev/blog/2026/faster-pillow/
1•lumpa•1m ago•0 comments

Agentic Vision in Gemini 3 Flash

https://blog.google/innovation-and-ai/technology/developers-tools/agentic-vision-gemini-3-flash/
1•WarmWash•2m ago•0 comments

Managing Unreliable Compilers

https://blog.tonkotsu.ai/p/managing-unreliable-compilers
1•derekcheng08•3m ago•0 comments

Trump's acting cybersecurity chief uploaded sensitive government docs to ChatGPT

https://techcrunch.com/2026/01/28/trumps-acting-cybersecurity-chief-uploaded-sensitive-government...
2•speckx•4m ago•0 comments

Low-Earth orbit is just 2.8 days from disaster

https://www.sciencedaily.com/releases/2026/01/260128075341.htm
1•OutOfHere•4m ago•0 comments

What's the "Best" Month for New Movies and Music? A Statistical Analysis

https://www.statsignificant.com/p/whats-the-best-month-for-new-movies
1•jmsflknr•6m ago•0 comments

Why wired headphones are swinging back into style

https://www.cnn.com/world/wired-headphones-comeback-spc
2•jb1991•6m ago•1 comments

Strawberry resident launches flood app based on the tides

https://www.thearknewspaper.com/live/strawberry-resident-launches-flood-app-based-on-the-tides
1•hoag•6m ago•1 comments

Almost every second private PC in Germany still runs on Windows 10

https://www.igorslab.de/en/almost-every-second-private-pc-in-germany-still-runs-on-windows-10-sta...
2•speckx•6m ago•0 comments

Show HN: LastSignal – A self-hosted, zero-knowledge dead man's switch

https://lastsignal.app/
2•zener79•6m ago•1 comments

The AI Reconstructability Gap

https://zenodo.org/records/18404218
1•businessmate•8m ago•1 comments

Why is there no mention of

1•talkingtab•8m ago•2 comments

Lean 4 formalization of Erdős Problem #848 – seeking review

https://github.com/The-Obstacle-Is-The-Way/erdos-banger/blob/main/formal/lean/Erdos/Problem848_FI...
1•vibecodermcswag•9m ago•1 comments

EU, Vietnam to agree to boost work on minerals, chips, "trusted" 5G

https://www.reuters.com/world/asia-pacific/eu-vietnam-agree-boost-work-minerals-chips-trusted-5g-...
1•alephnerd•10m ago•1 comments

Ralph-Claude-code: Autonomous loop for Claude Code, intelligent exit detection

https://github.com/frankbria/ralph-claude-code
2•nateb2022•11m ago•0 comments

NakedOnline – Browser Privacy Exposure Scanner

https://github.com/XORD-AI/NakedOnline
1•Prof_Sigmund•11m ago•2 comments

0.6 Workers per Retiree: The Trades Are Bleeding Out

https://talk24.ai/blog/home-services-technician-shortage
2•atreeleaf•11m ago•0 comments

Mistral Vibe [video]

https://www.youtube.com/watch?v=vgwe2jNPmEo
1•FinnLobsien•12m ago•0 comments

Show HN: Config manager for Claude Code (and others) – rules, MCPs, permissions

https://github.com/regression-io/coder-config
1•jtr101•12m ago•0 comments

Show HN: TuringDB – The fastest analytical in-memory graph database in C++

https://github.com/turing-db/turingdb
5•remy_boutonnet•13m ago•2 comments

How we made Typerighter, the Guardian's style guide checker

https://theguardian.engineering/blog/info-2021-jan-26-how-we-made-typerighter-the-guardians-style...
2•fanf2•14m ago•0 comments

Ask HN: What career will you switch to when AI replaces developers?

3•DGAP•15m ago•5 comments

Self-Refining Video Sampling

https://agwmon.github.io/self-refine-video/
1•smusamashah•15m ago•0 comments

Show HN: Pi-Foundry – multi user self hosted AI assistant

https://github.com/PAndreew/pi-foundry
1•PAndreew•16m ago•0 comments

Ups will cut 30K more jobs after 2025 layoffs as it unwinds Amazon partnership

https://nypost.com/2026/01/27/business/ups-will-cut-30k-more-jobs-after-massive-2025-layoffs-as-i...
1•DGAP•16m ago•0 comments

Dinosaur that vanished twice: How WWII nearly erased Spinosaurus from history

https://bigthink.com/books/spinosaur-tales/
1•Brajeshwar•16m ago•0 comments

We read the JSON Schema spec so you don't have to

https://blog.dottxt.ai/dotjson-has-good-schema-support.html
8•todsacerdoti•16m ago•0 comments

Amazon axes 16,000 jobs as it pushes AI and efficiency

https://www.reuters.com/legal/litigation/amazon-cuts-16000-jobs-globally-broader-restructuring-20...
7•DGAP•17m ago•1 comments

Challenger: The disaster five people saw coming

https://www.abc.net.au/news/science/2026-01-28/space-shuttle-challenger-disaster-nasa-explosion-v...
1•Brajeshwar•17m ago•0 comments

A Lesson in Coexistence

https://aeon.co/essays/lessons-in-pluralism-from-a-17th-century-african-town
1•Brajeshwar•18m ago•0 comments