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Lines or Less: Test Case Minimization

https://matklad.github.io/2026/04/20/test-case-minimization.html
1•swq115•40s ago•0 comments

Looking for advice on reaching low-tech B2B users (craftsmen)

1•FelixLepi•56s ago•0 comments

Show HN: A 4-year-old "TurboQuant" implementation

https://github.com/amitport/EDEN-Distributed-Mean-Estimation
1•amitport•1m ago•0 comments

Hindu Perspectives on Free Will

https://worthypatterns.substack.com/p/the-soul-of-the-world
1•A-K•1m ago•0 comments

For thirty years I programmed with Phish on, every day

https://christophermeiklejohn.com/ai/personal/phish/flow/agents/2026/05/03/rift.html
2•azhenley•4m ago•0 comments

Ask HN: Is it possible to get hired as an African software engineer

1•vixalien•5m ago•0 comments

Year old Nepali and unemployed, any advice for me?

1•shivajikobardan•6m ago•0 comments

Real inbox deserves better Temp emails with full API access and webhooks

https://openinbox.io/
1•devnplay•7m ago•0 comments

Finding Structurally Duplicate Go Functions with AST Hashing

https://medium.com/@mailbox.sq7/finding-structurally-duplicate-go-functions-with-ast-hashing-529e...
1•alzhi7•7m ago•1 comments

Sam Altman talks with Mark Zuckerberg about how to build the future [video]

https://www.youtube.com/watch?v=Lb4IcGF5iTQ
1•chistev•7m ago•1 comments

Testing macOS on the Apple Network Server 2.0 ROMs

http://oldvcr.blogspot.com/2026/05/testing-macos-on-apple-network-server.html
1•zdw•10m ago•0 comments

Salad Oil Scandal

https://en.wikipedia.org/wiki/Salad_oil_scandal
2•azeemba•11m ago•0 comments

The Sour Cat Jailbreak: just be open of what you want

https://claude.ai/share/71cd0982-fa52-4b65-844d-68560cc43b36
1•pshirshov•11m ago•1 comments

Recreating the Smells of History

https://knowablemagazine.org/content/article/society/2026/recreating-the-smells-of-the-past
1•bookofjoe•12m ago•0 comments

Do you think AI Agents need an identity?

1•DannyHeng•13m ago•1 comments

SmartTune CLI – APM/BF/PX4 Log Analysis for AI Agents

https://github.com/raylanlin/smarttune-cli
1•RaylanLIN•18m ago•0 comments

Running OpenClaw on Amazon EC2 with Claude and Telegram

https://blog.harun.dev/running-openclaw-on-amazon-ec2-with-claude-and-telegram
2•mooreds•19m ago•0 comments

They Built a Legendary Privacy Tool. Now They're Sworn Enemies

https://www.wired.com/story/they-built-privacy-tool-grapheneos-now-sworn-enemies/
2•zdw•20m ago•0 comments

What Will Be Scarce?

https://aleximas.substack.com/p/what-will-be-scarce
1•mooreds•20m ago•0 comments

Why this tribe is buying up acres of farmland – and flooding it

https://text.npr.org/nx-s1-5806062
1•mooreds•20m ago•0 comments

Show HN: Kubesplaining CLI that maps RBAC privilege-escalation paths in K8s

https://github.com/0hardik1/Kubesplaining
1•0hardik1•20m ago•0 comments

Israel Said It's Applying the Gaza Model in Lebanon

https://www.nytimes.com/interactive/2026/05/03/world/middleeast/israel-lebanon-hezbollah-gaza-des...
19•duxup•22m ago•1 comments

Summer Is Coming: GoT lessons about the cooling and heat crisis

https://theoryofchange1.substack.com/p/summer-is-coming-what-game-of-thrones
2•ewidar•23m ago•0 comments

Troubled Boyhoods

https://theheartsforge.substack.com/p/nestors-revenge-a-balancing-of-accounts
2•dentedarmour•23m ago•1 comments

Show HN: Oberon System 3 on Raspi Zero 2 (with ready SD card)

https://github.com/rochus-keller/OberonSystem3Native/releases/tag/2026-04-28
2•Rochus•24m ago•0 comments

Timeline of Computer History

https://www.computerhistory.org/timeline/computers/
2•matthewolfe•24m ago•0 comments

Tape16: A modern tape machine DAW

https://emrmusicgroup.com/tape16/
2•brudgers•24m ago•1 comments

Unified macOS service console for launchd and Homebrew

https://github.com/sderosiaux/launchdeck
2•chtefi•26m ago•1 comments

A Desktop Made for One

https://isene.org/2026/05/Audience-of-One.html
3•xngbuilds•28m ago•0 comments

Show HN: Llmconfig – configfile and CLI for local LLM

https://github.com/kiliczsh/llmconfig
2•kilic•28m ago•0 comments
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.