frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

Open in hackernews

My 600 Hours with AI Coding Assistants: A Practical Comparison

1•bv_dev•2h 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•1h 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•1h 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.

The Joy and Freedom of Working Until Death

https://ritholtz.com/2014/02/the-joy-and-freedom-of-working-until-death/
1•pearlsontheroad•1m ago•0 comments

Most Popular US Baby Names, 2024

https://www.ssa.gov/oact/babynames/index.html
1•runnr_az•2m ago•1 comments

Usage-based billing is a signal processing problem

https://www.trychroma.com/engineering/billing
1•jeffchuber•2m ago•0 comments

Elon Musk Needs More Options

https://www.bloomberg.com/opinion/newsletters/2025-05-14/elon-musk-needs-more-options
1•ioblomov•3m ago•1 comments

NASA Observes First Visible-Light Auroras at Mars

https://www.jpl.nasa.gov/news/nasa-observes-first-visible-light-auroras-at-mars/
1•pseudolus•4m ago•0 comments

EToro shares jump in Nasdaq debut

https://www.marketwatch.com/story/newly-issued-etoro-shares-jump-in-nasdaq-debut-its-a-bullish-sign-for-ipos-a579db3c
1•baristaGeek•4m ago•0 comments

The Present and Future of Vibe Coding for Non Developers

https://iamcharliegraham.substack.com/p/the-rise-of-vibe-coding-for-non-developers
1•grahac•6m ago•0 comments

UTF-8 test file (2000)

https://www.w3.org/2001/06/utf-8-wrong/UTF-8-test.html
1•Tomte•7m ago•0 comments

Various Things in MetaPost (2019)

https://habr.com/en/articles/454376/
3•Tomte•7m ago•0 comments

AI headphones translate multiple speakers at once, cloning voices in 3D sound

https://www.washington.edu/news/2025/05/09/ai-headphones-translate-multiple-speakers-at-once-cloning-their-voices-in-3d-sound/
1•rbanffy•8m ago•0 comments

AI and All Humanity Books, Standards and Other Things That Worth It

https://spacefrontiers.org/c
1•pasha_sf•8m ago•1 comments

Is Esphome.io Down?

1•fracarma•9m ago•0 comments

Hacking Cursor Prompts with MCP (most complete Cursor prompt library)

https://github.com/maxockner/prompt-stash
2•maxockner•9m ago•0 comments

Filk Music

https://en.wikipedia.org/wiki/Filk_music
2•akkartik•9m ago•0 comments

New computer language helps spot hidden pollutants – UCR News – UC Riverside

https://news.ucr.edu/articles/2025/05/12/new-computer-language-helps-spot-hidden-pollutants
2•rbanffy•10m ago•1 comments

Nvidia sending 18,000 of its top AI chips to Saudi Arabia

https://www.cnbc.com/2025/05/13/nvidia-blackwell-ai-chips-saudi-arabia.html
2•rbanffy•11m ago•1 comments

They expect us to keep changing

https://benv.ca/blog/posts/they-expect-us-to-keep-changing
4•coloneltcb•11m ago•1 comments

New study finds link between green spaces and police violence

https://medicalxpress.com/news/2025-04-link-green-spaces-police-violence.html
1•PaulHoule•12m ago•0 comments

The Pigeon Whistle: A Defining Sound of Old Beijing (2019)

http://www.chinatoday.com.cn/ctenglish/2018/cs/201911/t20191129_800186426.html
3•NaOH•13m ago•0 comments

Show HN: Jupyt – We made Jupyter notebooks agentic

https://www.ipynb.ai
3•risos8200•13m ago•0 comments

Bing Search API to be retired on August 11th

https://azure.microsoft.com/en-us/updates
1•leonidasv•13m ago•0 comments

Findecor – AI-Powered Home Decor Assistant

https://www.findecor.io/
1•shhamidov_216•16m ago•1 comments

Half Life 2: Lost Coast HDR overview (2005)

https://bit-tech.net/previews/gaming/pc/hl2_hdr_overview/1/
2•mxfh•17m ago•0 comments

AI can spontaneously develop human-like communication, study finds

https://www.theguardian.com/technology/2025/may/14/ai-can-spontaneously-develop-human-like-communication-study-finds
2•pseudolus•18m ago•1 comments

You think ransomware is bad now? Wait until it infects CPUs

https://www.theregister.com/2025/05/11/cpu_ransomware_rapid7/
5•chrisjj•19m ago•1 comments

Infinite-Canvas: Higher-Resolution Video Outpainting

https://ojs.aaai.org/index.php/AAAI/article/view/32213
2•handfuloflight•20m ago•0 comments

Why aren't Americans filling the manufacturing jobs we have?

https://www.npr.org/sections/planet-money/2025/05/13/g-s1-66112/why-arent-americans-filling-the-manufacturing-jobs-we-already-have
3•toomuchtodo•20m ago•0 comments

Infrastructure, Common Goods, and the Future of Open Source Software

https://v5.chriskrycho.com/elsewhere/infrastructure-common-goods-and-the-future-of-open-source-software/
2•speckx•21m ago•0 comments

Uncle Sam pulls $2.4B Leidos deal to support CISA after rival alleges foul play

https://www.theregister.com/2025/05/14/dhs_leidos_contract/
3•rntn•21m ago•0 comments

GPT-4.1 will be available directly in ChatGPT starting today

https://twitter.com/OpenAI/status/1922707554745909391
3•tosh•23m ago•0 comments