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•6mo 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•6mo 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•6mo 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•6mo 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.

Europe's Green Energy Rush Slashed Emissions – and Crippled the Economy

https://www.wsj.com/business/energy-oil/europes-green-energy-rush-slashed-emissionsand-crippled-t...
1•monero-xmr•32s ago•0 comments

Samsung Debuts Its First Trifold Months Ahead of Folding iPhone

https://www.bloomberg.com/news/articles/2025-12-02/samsung-debuts-2-450-galaxy-z-trifold-months-a...
1•ashishgupta2209•5m ago•0 comments

Things I Learned in 2025

https://medium.com/@tomwhitwell/52-things-i-learned-in-2025-edeca7e3fdd8
1•Brajeshwar•8m ago•0 comments

Coherent Multi-Agent Trajectory Forecasting in Team Sports with CausalTraj

https://causaltraj.github.io
1•wezteoh•11m ago•1 comments

SurrealDB – A scalable, distributed, document-graph db, for the realtime web

https://github.com/surrealdb/surrealdb
1•modinfo•16m ago•0 comments

Ontology-Based Meta-System Architecture (Experimental)

https://ontomesh.org/OntoMesh-Architecture.html
1•nettalk83•17m ago•1 comments

"Airwallex, a Chinese backdoor into American data from AI labs and defense"

https://twitter.com/rabois/status/1995532262998417834
2•krrishd•18m ago•0 comments

How to Sound Like an Expert in Any AI Bubble Debate

https://www.derekthompson.org/?sort=community
2•gamechangr•18m ago•1 comments

Pete Hegseth Needs to Go–Now

https://www.theatlantic.com/ideas/2025/12/pete-hegseth-pentagon-department-defense/685098/
3•JumpCrisscross•18m ago•0 comments

Egui: An easy-to-use GUI in pure Rust

https://github.com/emilk/egui
2•modinfo•19m ago•0 comments

Returning to Linux

https://zackbartel.com/blog/2025/02/return-to-linux/
1•zackb•22m ago•0 comments

Cutting Emissions, the Roundabout Way, in New Hampshire

https://www.nytimes.com/2025/10/21/climate/roundabout-auto-emissions-new-hampshire.html
1•MDWolinski•24m ago•0 comments

Steam on Linux Use Easily Hits an All-Time High in November

https://www.phoronix.com/news/Steam-Linux-November-2025
1•marcodiego•25m ago•0 comments

Same Book, Different You

https://www.howardgray.net/same-book-different-you/
1•walterbell•26m ago•0 comments

Text as a "Market for Lemons"

https://win-vector.com/2025/12/01/text-as-a-market-for-lemons/
1•jmount•26m ago•0 comments

The Pleasure of Finding Things Out – Feynman Interview by BBC (1983)

https://archive.org/details/ThePleasureOfFindingThingsOut_201809
2•the-mitr•27m ago•0 comments

Flight Ready brings immersive F-18 fighter pilot footage to Apple Vision Pro

https://9to5mac.com/2025/11/11/flight-ready-film-brings-immersive-f-18-fighter-pilot-footage-to-a...
1•MaysonL•27m ago•0 comments

Sustainable olive production in super-high-density orchards

https://link.springer.com/article/10.1007/s13593-025-01050-1
1•PaulHoule•32m ago•0 comments

Trump Administration to Take Equity Stake in Former Intel CEO's Chip Startup

https://www.wsj.com/tech/trump-administration-to-take-equity-stake-in-former-intel-ceos-chip-star...
3•petethomas•33m ago•0 comments

Free Podcast Mastering

https://freepodcastmastering.com
1•pruufsocial•35m ago•1 comments

Reverse math shows why hard problems are hard

https://www.quantamagazine.org/reverse-mathematics-illuminates-why-hard-problems-are-hard-20251201/
3•gsf_emergency_6•37m ago•0 comments

Show HN: Xpptx – Revolutionize the way you create PowerPoint presentations

https://xpptx.com
1•jsxyzb•38m ago•0 comments

CS294/194-196: Agentic AI (Free Current Lecture Series)

https://rdi.berkeley.edu/agentic-ai/f25
1•johnhamlin•38m ago•0 comments

Hotwire – building modern modern web applications without using much JavaScript

https://hotwired.dev/
1•modinfo•44m ago•0 comments

FreeBSD 15.0-Release Announcement

https://www.freebsd.org/releases/15.0R/announce/
1•todsacerdoti•45m ago•0 comments

The other mirror test you will probably fail

https://mynamelowercase.com/blog/a-creature-who-always-perceives-mirrors-as-swapping-in-the-headt...
1•Gormisdomai•51m ago•0 comments

Netherlands to start taxing unrealized capital gains yearly from 2028

https://kpmg.com/xx/en/our-insights/gms-flash-alert/flash-alert-2025-116.html
54•ivankra•51m ago•34 comments

SAT Etudes 2: Toy DPLL

https://www.philipzucker.com/smt_sat_solver2/
1•matt_d•55m ago•0 comments

Ask HN: Recommended API interfaces for large models

1•jsxyzb•55m ago•0 comments

Claude 4.5 Opus Soul Doc

https://www.lesswrong.com/posts/vpNG99GhbBoLov9og/claude-4-5-opus-soul-document
2•pcald•57m ago•0 comments