frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

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.

Taliban government supporters dance, take selfies in Kabul celebrations

https://www.channelnewsasia.com/world/taliban-government-supporters-dance-take-selfies-in-kabul-c...
1•Markoff•2m ago•0 comments

The Live Shopping App Where Some People Bid Until They're Broke

https://www.wsj.com/business/retail/whatnot-live-shopping-app-48b67987
1•littlexsparkee•3m ago•0 comments

Wk. 4 of Vibecoding an MMO

https://www.eldermyr.com
1•josiahturnq•5m ago•1 comments

The 37signals Manager Playbook

https://basecamp.com/managers
2•samuel246•13m ago•0 comments

Hello hoomans, sorry dog owners. Meet Zoomie, a dog activity tracker

https://testflight.apple.com/join/zHyWmwu6
1•akshatsaladi•17m ago•1 comments

Targeted marine cloud brightening weakens subsequent El Niño

https://www.science.org/doi/10.1126/sciadv.adx3012
1•musha68k•20m ago•0 comments

PDC 1996 Keynote with Bill Gates

https://learn.microsoft.com/en-us/shows/pdc-1996/pdc-1996-keynote-bill-gates
2•abixb•24m ago•1 comments

Show HN: Upscaled screenshots of specific DOM elements

https://addons.mozilla.org/en-US/firefox/addon/beermusic/
2•madprops•28m ago•0 comments

Show HN: Grow your SaaS visibility with AI-powered discovery

https://saaslyra.com
1•wowinter15•30m ago•0 comments

Music Speed Changer Web App

https://app.musicspeedchanger.com/
1•EvansFunTime•35m ago•0 comments

Government sponsored study on alcohol doesn't stand up to scrutiny: Nassim Taleb

https://nntaleb.substack.com/p/have-another-drink
10•scoofy•36m ago•3 comments

ProofRun – a local verification receipt for AI coding agents

https://github.com/yebiguo/ProofRun
1•yebiguo•38m ago•0 comments

ShieldFont: Bludgeoning AI Scrapers That Disrespect Robots.txt

https://hackaday.com/2026/08/14/shieldfont-bludgeoning-ai-scrapers-that-disrespect-robots-txt/
2•lxm•50m ago•0 comments

Men are turning to penis fillers despite the risks

https://www.bbc.com/news/articles/c626d3xqd83o
1•1659447091•56m ago•0 comments

Draftera – one workspace for personal and business documents

https://landing.draftera.ai/
1•Otiniel•56m ago•0 comments

ETFs tracking NHL team performance

https://www.sec.gov/Archives/edgar/data/1884021/000121390026090260/ea0302107-01_485apos.htm
1•LostMyLogin•56m ago•0 comments

South Korea proposes talks to officially end war with North

https://www.bbc.com/news/articles/c8en2z9jp2xo
5•thunderbong•1h ago•1 comments

RIS

https://github.com/santosardr/riskernel
1•r2ob•1h ago•1 comments

Axiotron Modbook

https://en.wikipedia.org/wiki/Modbook
1•RattlesnakeJake•1h ago•0 comments

Ask HN: How would you market this service?

1•dmzxnico•1h ago•0 comments

Data Center Fornicator [video]

https://www.youtube.com/watch?v=rkbcuajiPJA
1•yomismoaqui•1h ago•0 comments

Zapping Rocks Unlocks Stimulated Geologic Hydrogen

https://spectrum.ieee.org/stimulated-geologic-hydrogen
5•adm4•1h ago•1 comments

Show HN: Widen, a native Postgres GUI using Apple's on-device LLM

https://github.com/betocmn/widen
1•thedreammachine•1h ago•0 comments

Installing NixOS on my car: Part 1

https://surrealdev.com/rooting-the-cadillac-part-1-lay-of-the-land/
1•snipesyspecial•1h ago•0 comments

Has the hallucination problem in AI been solved?

2•spl757•1h ago•4 comments

Systemic Risks in the Managed PostgreSQL Industry: Extension Risks

https://mehmetince.net/part-1-6-systemic-risks-in-the-managed-postgresql-industry-extension-risks...
1•mkmk•1h ago•0 comments

Patterns and problems in emerging multi-agent systems

https://www.anthropic.com/research/multiagent-systems
8•maxutility•1h ago•2 comments

Fairly Ranking the Most Brilliant Birds

https://moultano.wordpress.com/2026/08/14/fairly-ranking-the-most-brilliant-birds/
2•karagenit•1h ago•0 comments

It's How You Ask: Gender-Associated Linguistic Bias in LLMs

https://arxiv.org/abs/2608.13328
18•sbulaev•1h ago•9 comments

US Space Force gives Rocket Lab $397M to build threat-tracking 'Flatellites'

https://www.space.com/space-exploration/satellites/us-space-force-gives-rocket-lab-usd397-million...
9•walrus01•1h ago•0 comments