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.

The Fold and Cut Problem

https://erikdemaine.org/foldcut/
2•vismit2000•1m ago•0 comments

The Easiest Way to to Specs

https://flwflw.com/
2•2dera•1m ago•1 comments

Show HN: AsoBeast – Open-Source ASO Rank Tracker for App Store and Google Play

https://github.com/AsoBeast/asobeast
2•subisoft77•2m ago•0 comments

AI found solutions to problems in 22 scientific fields hiding in plain sight

https://www.science.org/content/article/problems-22-scientific-fields-had-solutions-hiding-plain-...
2•bookofjoe•3m ago•1 comments

What It Was Like When the Weed Nuns Went to Hollywood

https://blog.sistersofthevalley.org/what-it-was-like-when-the-weed-nuns-went-to-hollywood-our-une...
2•colinprince•3m ago•0 comments

SQLite 3.54.0 Released

https://sqlite.org/releaselog/3_54_0.html
2•lawrencejgd•6m ago•0 comments

P vs. NP: I think I've isolated the missing step

https://github.com/lzprograma/P-vs-NP-Solved-
2•Engineercom•7m ago•0 comments

I Would Like the Value of My Home to Rise, While My Property Taxes Fall

https://conversableeconomist.com/2026/09/28/i-would-like-the-value-of-my-home-to-rise-while-my-pr...
5•colinprince•8m ago•0 comments

Draw by Pinging IPv6 Addresses

https://pings.utwente.io/
1•eraclide•9m ago•0 comments

Ask HN: How will socio-economic mobility look like in an AI future?

1•wannabe44•9m ago•0 comments

Built end-to-end encrypted messenger – public source

https://chat.markero.eu
1•bugas•10m ago•1 comments

"If I Didn't Have These Powerful Tools,I Wouldn't Do It at All"-The Oliver Twins

https://www.timeextension.com/features/if-i-didnt-have-these-powerful-tools-i-wouldnt-do-it-at-al...
1•turpentine•10m ago•0 comments

"A Man from the Future": An Album by Pet Shop Boys

https://en.wikipedia.org/wiki/A_Man_from_the_Future
1•sohkamyung•15m ago•0 comments

Techno-optimistic scientists take fewer climate actions

https://iopscience.iop.org/article/10.1088/1748-9326/aea4c7
2•jna_sh•16m ago•0 comments

Show HN: LaunchList – A product launch platform for indie makers

https://launchlist.si
1•laimingj•17m ago•0 comments

Dagenza – an iPhone calendar that makes busy days easier to read

https://testflight.apple.com/join/sKcmUdAq
1•marc0janssen•18m ago•0 comments

The Most Valuable Engineer Isn't Shipping Features [video]

https://www.youtube.com/watch?v=XXjTdyhml0c
1•robbyrussell•19m ago•0 comments

Show HN: Academic Ancestry

https://academicancestry.org/
1•Codeblackwell•19m ago•0 comments

Ongoing phishing attack on Shopify shops with "HulkApps"

https://romanzipp.com/blog/shopify-hit-with-phishing-attack
2•romanzipp•20m ago•0 comments

Show HN: ShipOrNah – Free security scan for AI-generated apps

https://shipornah.com
1•sahilpradhan•21m ago•0 comments

Show HN: Refused: the page text does not describe LeadGrade

https://thecompound.tech
1•kyisaiah47•22m ago•0 comments

Deno Is Joining Cloudflare

https://simonwillison.net/2026/Oct/9/deno-is-joining-cloudflare/
2•hnisjafx40•24m ago•0 comments

Jensen Huang Doing Michale Jackson Dance (AI)

https://www.instagram.com/reel/DeRdcT5iGjW/
1•analyst74•25m ago•0 comments

Software developers are not okay

https://www.baldurbjarnason.com/2026/05-software-developers-are-not-okay
2•theHocineSaad•27m ago•1 comments

Show HN: An MCP server for searching AI engineering jobs

https://frontierroles.com/mcp/
1•alastairr•27m ago•0 comments

Local LLM Inference at Scale with vLLM

https://data4sci.com/blog/local-llm-inference-at-scale-with
1•Anon84•28m ago•0 comments

Every Bean

https://www.jlauf.com/beans/
3•jlauf•30m ago•0 comments

Impactful Scheduling for GPU Clusters

https://allenai.org/blog/impactful-scheduling
2•torutofu•30m ago•0 comments

Lobbying Is Corruption

https://carette.xyz/posts/lobbying_and_corruption/
64•LucidLynx•31m ago•18 comments

Building TabDance to feel like macOS Terminal

https://mainbrella.com/blog/tabdance-terminal-feel/
3•cs1996•33m ago•0 comments