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New Linux based OS for agents

https://tilo.so
1•Benn1x•1m ago•0 comments

What if we donated our spare AI subscriptions to math?

https://blog.kolen.dev/math/math-at-home
1•KolenCh•3m ago•0 comments

Claude's "Always ask" does not

https://blog.baldassari.me/auto-mode-can-use-connectors/
1•fra•3m ago•0 comments

Teaching Paradox: Hearts of Iron IV, Part IIIb: The Opposite of Love

https://acoup.blog/2026/10/16/teaching-paradox-hearts-of-iron-iv-part-iiib-the-opposite-of-love/
1•lifeisstillgood•4m ago•1 comments

Ornith 1.5 122B at 302tps

https://runinfra.ai/inference-api/ornith-1-5-122b
3•OsamaJaber•10m ago•0 comments

Earthfinder: 3D Model of the Solar System and Milky Way Pulled from NASA Data

https://earthfinder.netlify.app/
1•Kadugol•12m ago•0 comments

Dynamo: A Transparent Dynamic Optimization System [pdf]

https://cseweb.ucsd.edu/classes/sp00/cse231/dynamopldi.pdf
1•znpy•13m ago•0 comments

Show HN: MediaIndex: Search, count and edit your photos offline on a Mac

https://github.com/harsheetamorey/mediaindex
1•harsheetamorey•14m ago•0 comments

Walt: Tap-to-Pay for the Rebels

https://walt.is
1•teekert•15m ago•0 comments

Show HN: Turn regular JavaScript into a neural net

https://chenglou.me/handwired/
2•chenglou•15m ago•1 comments

One API for cloud servers across providers, every host benchmarked

https://www.nodepick.ai/
2•anilj•15m ago•0 comments

Bringing uv and ty together

https://astral.sh/blog/uv-ty-integration
2•Ravencentric•17m ago•0 comments

Pure PHP WebRTC+RTMP powering a Telegram webradio

https://twitter.com/DaniilGentili/status/2112635967597150323
1•danogentili•20m ago•0 comments

Order signed creating NIH division, task force for women's health

https://www.yahoo.com/news/politics/articles/trump-create-nih-division-task-132741050.html
2•gmays•21m ago•0 comments

Symmetric Lists for Haskell

https://github.com/nahuel-merlo/symmetric-list-haskell
1•TheWiggles•23m ago•0 comments

27-28 Role Reversal

http://andersource.dev/2026/10/20/the-reversal.html
2•andersource•23m ago•0 comments

'How hard could it be?': candidate with viral signs gets elected

https://www.cbc.ca/lite/story/9.7387848
2•colinprince•24m ago•0 comments

Foundry-protocol – A framework for orchestrating complex tasks with AI agents

https://github.com/AlphaIAt/foundry-protocol
1•gbasilveira•24m ago•0 comments

Show HN: Tapelark – Record Linux app audio and radio as tagged, split tracks

https://tapelark.com/linux/
2•victorbuilds•24m ago•0 comments

The Altered Scrolls, Part 9: Small Considerations (2015)

https://www.shamusyoung.com/twentysidedtale/?p=28833
1•kqr•28m ago•0 comments

Third US aircraft carrier, 10k troops head to Middle East

https://www.iranintl.com/en/202610207766
6•handfuloflight•29m ago•0 comments

Finding state bleed in Google Search

https://hawksley.dev/blog/finding-state-bleed-in-google-search
1•ethanhawksley•30m ago•0 comments

How to Migrate from Gmail to Proton Mail

https://proton.me/support/switch-from-gmail-to-proton
5•simonebrunozzi•31m ago•0 comments

The Danger of Getting Too Close to a Source

https://www.newyorker.com/magazine/2026/10/26/the-danger-of-getting-too-close-to-a-source
1•bookofjoe•31m ago•1 comments

Impossible to get Adsense approval for my browser game

2•superdetectiveg•32m ago•1 comments

Tell HN: Reddit JSON endpoints might have been turned off

https://github.com/redlib-org/redlib/issues/591
5•nunez•37m ago•2 comments

Private Key Compromise of EMudhra Intermediate Certificates

https://bugzilla.mozilla.org/show_bug.cgi?id=2083449
7•donohoe•38m ago•1 comments

The extraction of work from hidden degrees of freedom

https://www.nature.com/articles/s41567-026-03442-w
1•rochansinha•38m ago•0 comments

Ronit Gupta on the XERJ Corpus Hub

https://hub.xerj.org/contributors/ronitgupta138
1•ronitgupta138•40m ago•0 comments

Synthetic Deep Web: How the Internet Is Becoming Invisible

https://medium.com/@smoking2man/synthetic-deep-web-how-the-internet-is-becoming-invisible-8af3110...
3•Aldus551•40m ago•0 comments
Open in hackernews

My 600 Hours with AI Coding Assistants: A Practical Comparison

2•bv_dev•1y ago
After spending over 600 hours using various AI coding assistants over the past 3 months, I wanted to share my experience for those navigating this rapidly evolving landscape.

What I Mean by "Agentic Mode" First, to clarify: by "agentic mode," I'm referring to the assistant's ability to understand project context, reason through multi-step problems, and autonomously make coherent code changes across files without constant hand-holding. True agency means the tool can maintain context across interactions and execute on high-level directions.

The Current Landscape (May 2025) Augment Code - Current go-to tool despite higher costs

Strengths: Maintains context remarkably well across complex refactors; actually understands project structure; can implement feature requests that span multiple files Weaknesses: More expensive than alternatives ($30/month vs $20 for others); occasional hallucinations when venturing outside codebase context Best for: Complex refactoring tasks and implementing features that span multiple files

Windsurf - Slightly edges out Cursor for agentic capabilities

Strengths: Better context retention than Cursor; decent file traversal; good understanding of code relationships Weaknesses: Can get quite stuck in their full agentic mode as it starts editing things. While they have removed their flow credits part, it is still painful to watch it go completely out of context. Best for: Mid-size projects where you need moderate autonomy

Cursor - Popular but underwhelming for true agentic work

Strengths: Good IDE integration; clean interface; works reasonably well for single-file tasks. I like the ability to Cmd+K and insert a bulk of code in the middle. Also, I like the @Docs feature to bring latest documentation for popular libraries.

Weaknesses: Context falls apart in agentic mode; often loses track of previous instructions; requires excessive prompting Best for: Single-file optimizations and modifications, but not complex cross-file tasks

Claude Code - Declining quality since public beta

Strengths: Used to have superior reasoning and contextual understanding 3 months ago Weaknesses: Super expensive (like always), but recent updates have significantly degraded agentic capabilities; now requires much more hand-holding than before as it goes compleltely off base. Best for: Simple tasks that don't require deep contextual understanding Note: Most disappointing decline in quality - was previously much more capable. I spent $500 in Feb-Mar and thought it was worth.

Cline, Roo, and Aider - Conceptually interesting but practically limited

Strengths: Cline has good terminal integration; Roo offers interesting visualization; Aider has straightforward CLI Weaknesses: All three struggle with maintaining context; limited understanding of project structure; frequent need to repeat instructions Best for: Very simple, isolated coding tasks or experiments

Real-world Performance Differences The gap between these tools becomes most apparent when trying to implement complex features. For example, when asked to "add user authentication with email verification to my Express app":

Augment Code: Identified relevant files, added middleware, routes, and email service integration, then explained how the pieces fit together Windsurf/Cursor: Added authentication to single files I pointed at but needed explicit instructions for each additional component Others: Generally required file-by-file guidance with frequent context reminders

Conclusion If budget isn't a concern, Augment Code currently offers the most truly agentic experience, but still has a long way to go. For more budget-conscious developers, Windsurf slightly edges out Cursor for agentic capabilities, though both still require significant guidance for complex tasks.

Comments

SoMomentary•1y ago
I'm always surprised by people sleeping on GitHub Copilot. Is this because people truly don't find any value in it?
bv_dev•1y ago
I have used Github copilot since their beta release in 2023 and I don't find it anywhere near good these days. Automplete was good, but the industry has moved way beyond 2025. Copilot is slightly worse than Cursor which is itself a pretty average tool now. If you use truly agentic code generation, you won't be able to go back to Github Copilot.
SoMomentary•1y ago
You don't consider copilots agent mode to be agentic? I've had some pretty great results with agent mode + mcp to have it check it's own work.