frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

My 600 Hours with AI Coding Assistants: A Practical Comparison

2•bv_dev•7mo 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•7mo 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•7mo 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•7mo 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.

Leaks Predict $5000 RTX 5090 GPUs in 2026 Thanks to AI Industry Demand

https://www.techpowerup.com/344578/leaks-predict-usd-5000-rtx-5090-gpus-in-2026-thanks-to-ai-indu...
1•linksbro•1m ago•0 comments

Meta AI chief Alexandr Wang says will have kids only after Elon Musk's Neuralink

https://www.businessinsider.com/scale-ai-founder-alexandr-wang-meta-neuralink-kids-elon-musk-2025-6
1•radeeyate•4m ago•0 comments

Show HN: Chat with people who share the same Internet connection (= IP address)

https://ipchat.org
1•kkovacs•9m ago•0 comments

Bokehlicious Selfies in Python (2020)

https://www.rahulrav.com/blog/bokehlicious.html
1•azhenley•12m ago•0 comments

52 Things I Learned in 2025

https://probablyinteresting.substack.com/p/52-things-i-learned-in-2025
1•zdw•13m ago•0 comments

Show HN: BusterMQ, Thread-per-core NATS server in Zig with io_uring

https://bustermq.sh/
2•jbaptiste•14m ago•0 comments

It will be more practical to fingerprint real media than fake media

https://www.engadget.com/social-media/instagram-chief-ai-is-so-ubiquitous-it-will-be-more-practic...
1•geox•14m ago•0 comments

A geological carbon cycle sink hosted by ocean crust talus breccias

https://www.nature.com/articles/s41561-025-01839-5
1•PaulHoule•14m ago•0 comments

Predictions on how software will be built in 2026 by CTO of non-AI company

https://behan.substack.com/p/reflections-on-the-best-year-of-my
2•behan•15m ago•0 comments

Application Prohibited Internationally

https://tuckersiemens.com/posts/application-prohibited-internationally/
1•nfrmatk•15m ago•0 comments

Show HN: Use Internationalizationext in Astro

https://github.com/gutenye/astro-i18next
1•GutenYe•15m ago•0 comments

Happy New Year

https://en.wiktionary.org/wiki/Bliadhna_Mhath_%C3%99r
2•onraglanroad•16m ago•1 comments

New measles cases in S. Carolina put U.S. at risk of losing elimination status

https://www.nbcnews.com/health/health-news/measles-south-carolina-us-elimination-status-rcna251515
4•lemonberry•17m ago•0 comments

Capital in the 22nd Century

https://philiptrammell.substack.com/p/capital-in-the-22nd-century
1•newyankee•18m ago•1 comments

Simvastatin-induced skeletal muscle weakness associated with mutation

https://www.jci.org/articles/view/194490
1•bookofjoe•26m ago•0 comments

Elastic style faceted search from PostgreSQL

https://www.paradedb.com/blog/faceting
1•jamesgresql•27m ago•0 comments

Versant: Decoding the OpenVerse (2022) [pdf]

https://www.opentext.com/assets/documents/en-US/pdf/opentext-ceo-book-versant-decoding-the-openve...
1•twoodfin•27m ago•0 comments

Show HN: LáR – An open-source, deterministic "Glass Box" agent framework

https://github.com/snath-ai/lar
1•axdithya•29m ago•1 comments

The Delete Act

https://privacy.ca.gov/drop/about-drop-and-the-delete-act/
13•weaksauce•30m ago•5 comments

Your Life Can Be Better, and You Can Fix It Right Now

https://perpetual-rewiring.mataroa.blog/blog/your-life-can-be-better/
1•asterakan•31m ago•0 comments

Antivirus Software

https://en.wikipedia.org/wiki/Antivirus_software
1•npmcoders•32m ago•0 comments

2025: Year in Review

https://onebadbit.com/posts/2025/12/year-in-review/
1•wilkystyle•33m ago•0 comments

Why many embodied AI systems fail under load (architecture, not learning)

https://osf.io/ugck7/overview
1•tysonjeffreys•33m ago•1 comments

Remote Client for Life360

https://github.com/Dynosol/life360-remote
1•dynosol•35m ago•0 comments

How to become a VP at a billion-dollar company

https://markgreville.ie/2025/04/13/how-to-become-a-vp-at-a-billion-dollar-company-guaranteed-succ...
1•gHeadphone•36m ago•0 comments

Personal Autonomy and the Loss of Freedom

https://coleroberts.dev/posts/personal_autonomy
1•airhangerf15•37m ago•0 comments

2025: The Year in LLMs

https://simonwillison.net/2025/Dec/31/the-year-in-llms/
2•simonw•38m ago•0 comments

China builds a record-breaking hypergravity machine to compress space and time

https://www.scmp.com/news/china/science/article/3338193/china-builds-record-breaking-hypergravity...
1•ulrischa•39m ago•0 comments

Spokester1: Realtime Neural Game Graphics

https://theadamcolton.github.io/spokester1-neural-game-graphics
1•topwalktown•40m ago•0 comments

Show HN: Chaos Chess – 960 Bullet built in 37 days with Google Antigravity

https://chaoschess.bigbrainbusiness.de/
1•luniprise•47m ago•0 comments