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•11mo 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•11mo 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•11mo 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•11mo 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.

Two Motorola Transistors Became the Default NPNs

https://www.allaboutcircuits.com/news/how-two-motorola-transistors-became-the-worlds-default-npns/
1•ChuckMcM•42s ago•1 comments

Nature is our source of randomness: on the death of Michael O. Rabin

https://www.heise.de/en/news/Nature-is-our-source-of-randomness-on-the-death-of-Michael-O-Rabin-1...
1•rbanffy•49s ago•0 comments

Should you feed child guests dinner?

https://theconversation.com/should-you-feed-child-guests-dinner-what-swedengate-tells-us-about-fo...
1•sigma5•1m ago•0 comments

Breakthrough takes big step toward safe, reversible male contraception

https://news.cornell.edu/stories/2026/04/breakthrough-takes-big-step-toward-safe-reversible-male-...
1•thunderbong•1m ago•0 comments

The Linux Slayers: Office, Photoshop, and AutoCAD

https://hajo.me/blog/2026/04/17/the-linux-slayers-office-photoshop-autocad/
1•fxtentacle•2m ago•0 comments

Zymacs on Writing .gitignore Files

https://zymacs.github.io/
1•kernzistor45•7m ago•0 comments

FP-DSS: Floating Point Divider State Sampling

https://roots.ec/blog/fpdss
1•ledoge•9m ago•0 comments

Ask HN: What's the most profitable SaaS in this decade?

1•wasimsk•9m ago•0 comments

Carleton College Cookie House

https://www.nytimes.com/2026/04/17/dining/carleton-college-minnesota-cookie-house.html
1•js2•10m ago•1 comments

Turn a Kindle ASIN export into an Audible wishlist, automatically

https://github.com/hokocodes/kindle-to-audible
1•hokole•10m ago•0 comments

Machine Generated and Checked Proofs for a Verified Compiler (Experience Report)

https://arxiv.org/abs/2602.20082
1•matt_d•11m ago•0 comments

Rostra – P2P Social Network

https://rostra.me/
1•janandonly•11m ago•0 comments

A Common MVP Evolution: Service to System Integration to Product

https://www.skmurphy.com/blog/2017/08/07/a-common-evolution-service-to-system-integration-to-prod...
1•skmurphy•12m ago•1 comments

Up to 8M Bees Are Living in an Underground Network Beneath This Cemetery

https://www.discovermagazine.com/up-to-8-million-bees-are-living-in-an-underground-network-beneat...
1•janandonly•14m ago•0 comments

Stalwart-Sentinel – A physics-based logic gate to stop AI hallucinations

https://github.com/taxischramm347-pixel/Stalwart-Sentinel-MVP-/tree/main
1•taxi347•15m ago•0 comments

Sell your private code to the big labs

https://hashseatic.com/
1•mpcadosch•16m ago•0 comments

Machine-Generated Code Deserves Machine-Checked Proofs

https://zoep.github.io/blog/2026/04/17/machine-generated-code-machine-checked-proofs/
2•matt_d•17m ago•0 comments

Show HN: Agents.ml – a public identity page and A2A card for your AI agent

https://agents.ml
2•bayff•18m ago•1 comments

Loot Aura: The free map for finding yard sales and estate sales near you

https://lootaura.com
1•LanternNetworks•18m ago•0 comments

Self-Hosting

https://blog.pcora.eu/2026/04/12/on-selfhosting.html
1•speckx•18m ago•0 comments

Quake 3 Arena for Jira and Confluence

https://www.youtube.com/watch?v=uxrh0ShH12g
1•itomato•18m ago•1 comments

Saving a Lost Generation of Young Men – With Chop Saws

https://www.newyorker.com/news/annals-of-education/saving-a-lost-generation-of-young-men-with-cho...
3•mitchbob•21m ago•1 comments

Event Tensor: A Unified Abstraction for Compiling Dynamic Megakernel

https://arxiv.org/abs/2604.13327
1•mfiguiere•21m ago•0 comments

What Happens to Software When Proof Is Cheap? Allen School Distinguished Lecture [video]

https://www.youtube.com/watch?v=oSHVPvM56sA
1•matt_d•22m ago•0 comments

Operation PowerOFF: 53 DDoS domains seized and 3M criminal accounts uncovered

https://securityaffairs.com/190932/cyber-crime/operation-poweroff-53-ddos-domains-seized-and-3-mi...
1•lschueller•22m ago•0 comments

Show HN: Co-op: Your 24/7 Digital Intern

https://app.subconscious.dev/
3•ajayarama•22m ago•2 comments

The Narrative Crisis of Modern Baseball

https://www.thebulwark.com/p/the-narrative-crisis-of-modern-baseball-opening-day-2026
1•PaulHoule•23m ago•0 comments

MXMap: Email Providers of Dutch Municipalities

https://mxmap.nl/
2•cdrnsf•24m ago•0 comments

Why eldest siblings are brainier

https://www.economist.com/graphic-detail/2026/04/16/why-eldest-siblings-are-brainier
1•apparent•25m ago•2 comments

App Store reviews are busted

https://daringfireball.net/linked/2026/04/16/app-store-reviews-are-busted
3•erickhill•25m ago•0 comments