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•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.

Easy (Horizontal Scrollbar) Fixes for Your Blog CSS

https://aartaka.me/easy-fixes.html
1•severine•1m ago•0 comments

The Unix Timesharing System 1974: Denis M. Ritchie and Ken Thompson

https://dl.acm.org/doi/epdf/10.1145/361011.361061
1•KnuthIsGod•2m ago•0 comments

The placenta goes viral: Retroviruses control gene expression in pregnancy [pdf]

https://pmc.ncbi.nlm.nih.gov/articles/PMC6177113/
1•thunderbong•5m ago•0 comments

What is so special about Emacs? [video]

https://www.youtube.com/watch?v=mJZDmO5yOxE
1•signa11•5m ago•0 comments

AI guardrails stripped from Meta and Google models in minutes

https://www.ft.com/content/5630ed79-a263-41ed-9a1a-321617ae310e
1•uxhacker•7m ago•1 comments

Pope Leo Warns of Risks from A.I. In 42,300-Word Encyclical

https://www.nytimes.com/2026/05/25/world/europe/pope-leo-encyclical.html
1•adrianhon•10m ago•1 comments

Mark Zuckerberg's Right-Hand Man Who's Unleashing AI at Meta

https://www.wsj.com/tech/ai/meta-andrew-bosworth-ai-3df12d4f
1•swolpers•12m ago•0 comments

The Conquest of Hip-Hop – pt. I

https://medium.com/the-hitmagist/the-conquest-of-hip-hop-pt-i-70534b69f4f4
1•bryanrasmussen•12m ago•0 comments

AgentSlice – Make AI coding agents ask before they edit

https://github.com/espenandreass1/agentslice
1•espenand•19m ago•0 comments

IBM Spins Off the First Pure-Play Quantum Chip Foundry

https://futurumgroup.com/insights/2-billion-chips-act-investment-in-quantum-bets-on-ibms-300mm-su...
2•rbanffy•19m ago•0 comments

MCP, MC Me [video]

https://www.youtube.com/undefined
1•AddisonHoff•21m ago•0 comments

Rising seas will swallow New Orleans. People need to start relocating now

https://www.cnn.com/2026/05/25/climate/new-orleans-sea-level-rise-relocation
1•breve•21m ago•1 comments

Zinc – zero-copy shared memory for polyglot stacks

https://mine-27913f41.mintlify.app
1•mohd-aman-k•22m ago•0 comments

Startup Viability Scoring Engine

https://www.tooldocket.com/2026/05/startup-viability-scoring-engine.html
1•stoicstoic•22m ago•0 comments

Show HN: I Built a Debugging Challenge for the AI Coding Age

https://theincidentchallenge.com/
4•stealthy_•24m ago•2 comments

Gemma 4: A new, budget-focused model in Posit AI

https://posit.co/blog/gemma-4-new-budget-focused-model-posit-ai
1•ionychal•25m ago•0 comments

Composer-cve-gate – pre-install gate for Composer, built after Laravel-Lang

https://github.com/sharkyger/composer-cve-gate
1•sharkyger•28m ago•0 comments

Is This Prime

https://isthisprime.com/game/
1•paulmist•29m ago•0 comments

Ask HN: First-time EM, quite lost – what helped you?

1•TheKernelTrick•30m ago•1 comments

Shannon Got AI This Far. Kolmogorov Shows Where It Stops

https://medium.com/@vishalmisra/shannon-got-ai-this-far-kolmogorov-shows-where-it-stops-c81825f89ca0
1•t-3•30m ago•0 comments

My AI agent called my code shit and took an unannounced vacation mid-sprint

https://medium.com/@kukushkinav/my-ai-agent-called-my-code-shit-took-an-unannounced-vacation-mid-...
2•KukushkinAV•34m ago•0 comments

Monumental Proof Settles Geometric Langlands Conjecture

https://www.quantamagazine.org/monumental-proof-settles-geometric-langlands-conjecture-20240719/
2•tamnd•35m ago•0 comments

Too Much Work to Do? Have Your Digital Twin Handle It

https://www.wsj.com/tech/ai/ai-agents-work-executives-a38400e1
3•thm•43m ago•0 comments

The time when Shopify and EC2 disliked each other

https://chetan343.substack.com/p/ec2-and-shopify-dislike-each-other
1•TheChetan•48m ago•1 comments

Show HN: HTML Deployer – AI Code to Website Publisher

https://chromewebstore.google.com/detail/html-deployer-1-click-ai/gihmknkabkkghpiocgnoiejagngdegea
2•slimcrm•48m ago•0 comments

How one of the Bay Area's most boring towns became the center of streaming

https://sfstandard.com/2026/05/24/los-gatos-netflix-headquarters-roku-reed-hastings/
3•littlexsparkee•48m ago•2 comments

Your Old Devices Depend on Dying Sensors. The Silicon Labs Incident Proves It

https://www.cambridge.org/engage/coe/article-details/6a054b304770e67d92e8c7a2
2•openrockets•53m ago•0 comments

Putting Animals on the Map

https://imagico.de/blog/en/putting-animals-on-the-map/
1•altilunium•57m ago•0 comments

College Kids Don't Want Your AI [video]

https://www.youtube.com/watch?v=48gbASLLK7U
4•mgh2•59m ago•0 comments

Best CMS Review 2026

https://old.reddit.com/r/cms/comments/1tn2hit/best_cms_review_2026_selfhosted_vs_saas_with/
2•Strodt•1h ago•0 comments