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A Proof of Conway's Refinement Conjecture

https://github.com/gaearon/conway-refinement
1•m-hodges•2m ago•0 comments

The Empire of Information

https://lareviewofbooks.org/article/data-empire-roopika-risam-information-organize-control-dominate/
1•Petiver•2m ago•0 comments

An Update on FSD Supervised in Europe

https://twitter.com/teslaeurope/status/2094661569582096779
1•tosh•4m ago•0 comments

AI Agent Memory Design: What Works and What Doesn't

https://machinelearningmastery.com/ai-agent-memory-design-what-works-and-what-doesnt/
1•eigenBasis•5m ago•0 comments

AI goes where the oracle is cheap

https://dilpreet.co/blog/2026/9/1/ai-goes-where-the-oracle-is-cheap
1•argilium•5m ago•0 comments

Claude Fable 5.1 tops AI index but costs 20% more per task

https://artificialanalysis.ai/articles/claude-fable-5-1
1•wertyk•6m ago•0 comments

Show HN: PulsarForge – run a 744B MoE model on 32GB RAM with zero GPU (pure C)

https://github.com/siris9476/pulsarforge
1•siris9476•6m ago•0 comments

Csveee – parsing CSV at up to 192 GB/s in Rust

https://github.com/ackxolotl/csveee
1•foooo4•7m ago•0 comments

Polars v2.0 Release Candidate

https://github.com/pola-rs/polars/releases/tag/py-2.0.0-rc.1
1•simicd•9m ago•0 comments

Show HN: OctoLoops – automated marketing for indie devs

https://octoloops.com
2•davedx•10m ago•0 comments

FTC, States Sue Amazon over Secret Ad Surcharge Scheme

https://www.ftc.gov/news-events/news/press-releases/2026/08/ftc-states-sue-amazon-over-secret-ad-...
3•astonex•11m ago•0 comments

Mount Everest Base Camp Is Melting. Human Urine Is a Contributor.

https://www.nytimes.com/2026/08/29/science/everest-base-camp-urine.html
1•bookofjoe•12m ago•1 comments

Bassfinity for iOS – AI guide built on solunar data, weather, and bathymetry

https://www.bassfinity.com/blog/bassfinity-for-ios-the-whole-lake-in-your-pocket
2•jequals5•12m ago•0 comments

Pointing at the error: compiler-style diagnostics in uutils coreutils

https://uutils.org/blog/2026-08-error-diagnostics/
2•ingve•13m ago•0 comments

My local model setup on an M4 Pro Mac Mini

2•RanjithKumarRag•13m ago•0 comments

Ed Zitron Is Ben Ortiz

2•thatwasez•14m ago•0 comments

Two halves make a hole – when availability features aren't

https://veesh.me/posts/two-halves-make-a-hole/?src=ha
1•rabbiveesh•15m ago•0 comments

Solar Overtakes Coal as China's Largest Power Source

https://oilprice.com/Latest-Energy-News/World-News/Solar-Overtakes-Coal-as-Chinas-Largest-Power-S...
4•gradus_ad•16m ago•0 comments

Show HN: ToolJet – Claude Code and Codex build internal tools, no codegen

https://github.com/ToolJet/ToolJet
1•oss-dev•16m ago•0 comments

Kin: Looking for Doctors to Improve Elder Care

https://wanderingfounder.substack.com/p/kin
1•surprisetalk•17m ago•0 comments

Show HN: SandrPod – run the unmodified E2B SDK against your own infrastructure

https://github.com/sandrpod/sandrpod
1•cjzhao•18m ago•0 comments

Crooks Are Learning to Love AI Hallucinations

https://spectrum.ieee.org/ai-cyberattacks-llm-slop-squatting
2•sohkamyung•18m ago•0 comments

WhatsApp flaw lets anyone access private photos on your locked phone

https://www.notebookcheck.net/A-WhatsApp-flaw-lets-anyone-access-private-photos-on-your-locked-ph...
3•ledoge•19m ago•0 comments

IFA 2026 in Berlin: all news about gadgets, AI and tech

https://forgeeks.net/theme/ifa2026/
3•ledoncool•20m ago•1 comments

Septabee; music workstation with more rewrites that you can shake a stick at [video]

https://www.youtube.com/watch?v=lW8Z98pXuSE
1•HydroKai•22m ago•0 comments

Show HN: MC/DC coverage so coding agents could work overnight

https://supercov.com
1•Nedomas•22m ago•0 comments

Normalized Fascism in Open Source: $12M Given to DHH

https://brennan.day/normalized-fascism-in-open-source-12-million-given-to-dhh/
9•birdculture•23m ago•1 comments

The Two Abstractions of System Design: Hide or Reduce

http://muratbuffalo.blogspot.com/2026/05/the-two-abstractions-of-system-design.html
1•ubolonton_•24m ago•0 comments

Ending my elixir exploratory writing

https://lucassifoni.info/blog/the-end-of-this-elixir-log/
4•ffin•25m ago•0 comments

GTA 6 Lets You Throw Dog Poop at People

https://www.gamespot.com/articles/gta-6-lets-you-throw-dog-poop-at-people/
1•EveryonePoops•25m 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.