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Normetrics: A unified API for norm-based linear models (white paper)

https://github.com/PPENELLE/normetrics
1•ppenelle•39s ago•0 comments

Show HN: Junco, turn newsletters into short audio episodes

https://www.tryjunco.com/
1•alex-onecard•50s ago•0 comments

Generating Random Factored Numbers, Easily [pdf]

https://link.springer.com/content/pdf/10.1007/s00145-003-0051-5.pdf
1•luu•1m ago•0 comments

DeepSeek-V4-Flash (official FP8) running across 2x DGX Spark

https://forums.developer.nvidia.com/t/deepseek-v4-flash-official-fp8-running-across-2x-dgx-spark-...
1•pilooch•2m ago•0 comments

FBI charges two NIH researchers with smuggling monkeypox to US from Congo

https://www.justice.gov/usao-edmi/pr/feds-charge-foreign-nationals-working-national-institutes-he...
1•delichon•2m ago•0 comments

Python The Good Stuff: Humble Book Bundle

https://www.humblebundle.com/books/python-good-stuff-no-starch-books
1•teleforce•2m ago•0 comments

Use your Nvidia GPU's VRAM as swap space on Linux

https://github.com/c0dejedi/nbd-vram
2•tanelpoder•5m ago•0 comments

FullPAC files S-1 [pdf]

https://d1io3yog0oux5.cloudfront.net/gotv/sec/0001493152-26-026911/0001493152-26-026911.pdf
1•naryJane•6m ago•1 comments

Always Be Blaming: how Git blame answers the wrong question

https://matklad.github.io/2026/05/18/always-be-blaming.html
1•pgedge_postgres•11m ago•0 comments

Show HN: Reloops – Open-Source Frame.io Alternative for AI Agents and Teams

https://github.com/Reloops-App/reloops/
1•dheerajbhatia27•11m ago•0 comments

Show HN: Ordinary and Ordinaryd v0.6.0

https://codeberg.org/ordinarylabs/Ordinary/src/branch/main/docs/quick-start.md
1•seanwatters•12m ago•0 comments

Feds failing in bid to take a supercomputer from a climate research center

https://arstechnica.com/science/2026/06/judge-blocks-part-of-trump-admins-effort-to-hurt-colorado...
1•yodon•14m ago•0 comments

I hadn't coded in 30 years. Then I built a space game with Godot

2•CosmicGoldRush•14m ago•0 comments

AI enthusiasts are in race against time, AI skeptics are in race against entropy

https://charitydotwtf.substack.com/p/ai-enthusiasts-are-in-a-race-against
1•wapasta•14m ago•0 comments

Eupago for Python – The First Python SDK for Portugal's MB Way/Multibanco

https://github.com/bilouro/eupago-python
1•bilouro•16m ago•0 comments

This creepy blob robot will keep going even if you break its legs

https://www.popsci.com/technology/unstoppable-blob-robot/
1•mhb•22m ago•1 comments

Law Professors Prefer AI over Peer Answers [pdf]

https://law.stanford.edu/wp-content/uploads/2026/06/salinas_et_al.pdf
1•droidjj•23m ago•0 comments

Titan Network claims 5% of Asia's AI data market using crowdsourced home devices

https://www.coindesk.com/tech/2026/06/02/here-s-how-one-decentralized-cloud-provider-says-private...
1•Reaktornano•24m ago•1 comments

Paseo – Beautiful open-source coding agent interface (desktop, mobile, CLI)

https://github.com/getpaseo/paseo
3•timhigins•26m ago•1 comments

The Empty Field That Wasn't: GPS, OTAD and Two Decades of Encrypted Broadcasts

https://lsc-pagepro.mydigitalpublication.com/publication/?i=865273&p=62&view=issueViewer
1•ahlCVA•27m ago•0 comments

WinUtils: Shell-powered CLI tools for Windows 95

https://www.codenaked.com/winutils
2•code_naked•27m ago•1 comments

We tore down our no-code site and went back to code

https://twitter.com/chrismuccioli/status/2061909833893257389
4•nadis•29m ago•1 comments

ContextWall – Context firewall for AI agents and RAG pipelines

https://contextwall.io/
2•sumeshpk•29m ago•0 comments

Show HN: Scholar Sidekick – citation verifier for the "real DOI, wrong paper"

https://scholar-sidekick.com
1•ProductivePhys•31m ago•1 comments

Dense Retrievers Know More Than They Can Express

https://www.mixedbread.com/blog/latent-terms
1•emschwartz•31m ago•0 comments

Android gets fake-call detection for spoofed calls

https://arstechnica.com/gadgets/2026/06/google-announces-deepfake-call-detection-for-android-new-...
1•Lihh27•33m ago•0 comments

Understand your AI generated code

https://archtocode.com/blog
1•grzelazny•37m ago•0 comments

4K years ago, Mohenjo-daro grew more equal over time

https://archaeologymag.com/2026/05/mohenjo-daro-grew-more-equal-over-time/
3•marojejian•38m ago•0 comments

A harness for every task: dynamic workflows in Claude Code

https://claude.com/blog/a-harness-for-every-task-dynamic-workflows-in-claude-code
2•cebert•39m ago•0 comments

JavaScript Crossword

https://lyra.horse/fun/jscrossword/
2•patrikcsak•40m ago•0 comments
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.