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Show HN: Stop re-explaining context to every LLM (Git-based context engineering)

https://github.com/jerpint/context-llemur
1•jerpint•2h ago
I built this because I got annoyed of constantly re-explaining my project to Cursor and Claude Desktop.

I used ctx to build ctx itself - the context persisted across sessions and I could pick up exactly where I left off each time.

ctx is a git-based context manager that “just works” with all LLM tools. Just “ctx load” and it’ll pick up exactly where you left off.

How it works:

- “ctx new” creates a git repo for your context (goals, preferences, project state) - “ctx save ‘progress update’" versions your context like code - “ctx load” gives any LLM your full context instantly - Built-in MCP server means it works with Claude Desktop, Cursor, or any MCP-compatible tool - every context folder contains ctx.txt which explains exactly what ctx is so LLMs know what to do with it

Under the hood it’s just git and text files - no embeddings, no vendor lock-in. Context windows are getting longer anyway, so just give LLMs well-structured context and help them deal with it

context, much like code, evolves and deserves to be tracked.

Show HN: RateMyPrompt – share and rate prompts with auto AI evals

https://www.josh.ing/ratemyprompt
1•jshchnz•5m ago•0 comments

Emission Estimation Model for Flights

https://github.com/google/travel-impact-model
1•dskhatri•7m ago•0 comments

Felix Baumgartner Dies Paragliding

https://www.bbc.com/news/articles/cx2k7094e8xo
1•colinprince•7m ago•0 comments

Texas Instruments AI Productivity Roundtable [video]

https://www.youtube.com/watch?v=VkCvt6fIqiU
1•romaniv•10m ago•0 comments

Ask HN: Would you use a serverless, pay-per-second model for AI inference?

1•neuron-enix•10m ago•1 comments

Broadcom to discontinue free Bitnami Helm charts

https://github.com/bitnami/charts/issues/35164
2•mmoogle•10m ago•1 comments

Coldplay Canoodlers – Vibecoded Find the Cheater Game

https://coldplay-canoodle-git-main-jonathan-manns-projects-fcbebd01.vercel.app/
1•swyx•11m ago•1 comments

OpenAI: A $50M fund to build with communities

https://openai.com/index/50-million-fund-to-build-with-communities/
1•OutOfHere•11m ago•0 comments

Show HN: I built library management app for those who outgrew spreadsheets

https://www.librari.io/
2•hmkoyan•12m ago•0 comments

Theoretical Potential of TanSat-2 to Quantify China's CH4 Emissions

https://www.mdpi.com/2072-4292/17/13/2321
1•PaulHoule•12m ago•0 comments

Recursive Functions to Piss Off Your CS Professor

https://inventwithpython.com/blog/recursive-functions-to-piss-off-your-cs-prof.html
1•AlSweigart•12m ago•0 comments

Apple Sues Jon Prosser over iOS 26 Leaks

https://www.macrumors.com/2025/07/17/apple-sues-jon-prosser-ios-26-leaks/
6•mgh2•13m ago•0 comments

Evolution Mail Users Easily Trackable Part 2

https://www.grepular.com/Evolution%20Mail%20Users%20Easily%20Trackable%20Part%202
1•zdw•14m ago•0 comments

ESLint-config-prettier briefly had few versions with malware published

https://github.com/prettier/eslint-config-prettier/issues/339
2•butz•14m ago•1 comments

Jandas: A much Pandas-like JavaScript library for data science

https://github.com/frlender/Jandas
1•mmarian•15m ago•0 comments

Asynchrony Is Not Concurrency

https://kristoff.it/blog/asynchrony-is-not-concurrency/
3•kristoff_it•19m ago•0 comments

DDB, MongoDB and PostgreSQL Discussion

https://notebooklm.google.com/notebook/a05ad908-777e-4d5f-9ace-465b313de499/audio
1•jemiluv8•19m ago•1 comments

Mozilla will take down "Image Search Options" Firefox add-on in the near future

2•akyuu•20m ago•0 comments

Can LLMs Do Accounting?

https://accounting.penrose.com/
3•yunyu•21m ago•5 comments

DHS: Filming Cops, ICE Officers Is a 'Violent Tactic'

https://www.techdirt.com/2025/07/18/dhs-filming-cops-ice-officers-is-a-violent-tactic/
29•mdhb•23m ago•3 comments

Great Tables: The Polars DataFrame Styler of Your Dreams

https://posit-dev.github.io/great-tables/blog/polars-styling/
2•radus•24m ago•0 comments

Ring reintroduces video sharing with police

https://www.theverge.com/news/709836/ring-police-video-sharing-police-axon-partnership
2•01-_-•25m ago•1 comments

Getting off US tech: a guide

https://www.disconnect.blog/p/getting-off-us-tech-a-guide
2•DoctorOW•26m ago•0 comments

Lookism

https://en.wikipedia.org/wiki/Lookism
8•gmargari•27m ago•0 comments

Replication of Quantum Factorisation Records with a VIC-20, an Abacus, and a Dog

https://eprint.iacr.org/2025/1237
9•teddyh•31m ago•2 comments

Elon Musk Fired My Wife – I'm Selling My Tesla [video]

https://www.youtube.com/watch?v=QFLrDaV6nkE
3•xqcgrek2•33m ago•3 comments

Ask HN: OpenAI zero'd balance (actual money, not free credits) after inactivity

1•footempbar•34m ago•1 comments

Context Engineering for AI Agents: Lessons

https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus
1•helloericsf•34m ago•0 comments

The Cities Where College Grads Are Landing Jobs

https://www.wsj.com/lifestyle/careers/us-cities-entry-level-job-market-ab688897
2•JumpCrisscross•34m ago•0 comments

Coldplay kiss-cam flap proves we're our own surveillance state

https://www.theregister.com/2025/07/18/coldplay_kiss_cam_privacy/
3•rntn•37m ago•0 comments