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Show HN: Decision models remove training, not production ML Engineering

https://agentunicorn.ai/research/decision-models-production
1•flashnik•4m ago•0 comments

Show HN: The Velocity Trap, the Phoenix Project for the AI Age

https://colineberhardt.github.io/the-velocity-trap/
1•ColinEberhardt•5m ago•0 comments

Promethee: Strava for Work

https://twitter.com/Nlacombe_/status/2106829867463627039
1•nelson687•5m ago•0 comments

A Design System in and for the Agentic Era

https://mate.security/labs/a-design-system-in-and-for-the-agentic-era
1•noisysoc•13m ago•0 comments

Gus (Penguin)

https://en.wikipedia.org/wiki/Gus_(penguin)
1•thunderbong•13m ago•0 comments

Show HN: A live chat on a 3D globe that you can join from any IRC client

https://bubblerumble.net/?from=hn&irc
1•jaekwon•14m ago•0 comments

PocketByte: ESP32 modular pocket PDA and game console [video]

https://www.youtube.com/watch?v=DFeHGBJCXhE
1•hauget•14m ago•0 comments

Denmark Data Breach Exposes 8.8M People's Personal Data

https://www.cpr.dk/cpr-nyt/nyhedsarkiv/2026/okt/omfattende-uautoriseret-adgang-til-borgeres-cpr-o...
3•clan•15m ago•3 comments

Arngren.net

https://arngren.net
1•walland•16m ago•0 comments

Show HN: Gutsy, subsecond decision model inference on CPU (Jev Style), no API

https://github.com/kouhxp/gutsy
2•mrkn1•21m ago•0 comments

Ephemeral Testing

https://lemire.me/blog/2026/10/05/ephemeral-testing/
1•smilelamp•22m ago•0 comments

Becoming a Photographer

https://stanko.io/becoming-a-photographer-tIKMwUVuHnHG
1•chervoe•22m ago•0 comments

GrandNode – open-source e-commerce platform on .NET 10 and MongoDB

https://github.com/grandnode/grandnode2
1•grandnode2•31m ago•0 comments

Sales of sub-€25,000 electric car models set to rise sevenfold

https://www.transportenvironment.org/articles/wave-of-affordable-electric-cars-is-boosting-consum...
3•geox•33m ago•0 comments

Where Everyone Agrees, and That's the Problem

https://medium.com/@gurvinder372/article-28-where-everyone-agrees-and-thats-the-problem-ae0c105e077b
1•gps372•37m ago•0 comments

Huawei and Qualcomm Announce Broad Patent License Agreement

https://www.huawei.com/en/news/2026/10/qualcomm-broad-patent-agreement
13•0xedb•38m ago•1 comments

Own Your Slop – A Markdown reader that confirms you read it, properly

https://ownyourslop.com/
2•shutteritch•42m ago•0 comments

Show HN: I built a 3D globe of upcoming AI conferences

https://aieventsworld.com/en/
2•JaimeNonica•45m ago•1 comments

OpenInstinct Eve Agent

https://vercel.com/templates/eve/openinstinct-eve-agent
1•flashbrew•45m ago•0 comments

Show HN: StackKit – Open-source and self-hosted alternatives to SaaS tools

https://stackkit.website/
4•StackKit•46m ago•6 comments

Parody: Decommissioning a humanoid robot in a furnace [video]

https://www.youtube.com/watch?v=vSqiozzff-g
1•roboy•47m ago•0 comments

EmTech Future 2026: When AI Meets Everything

https://www.technologyreview.com/2026/10/05/1145413/emtech-future-2026-when-ai-meets-everything/
1•joozio•50m ago•0 comments

ZQK – An open-core substrate for autonomous agent swarms in Go

https://github.com/zqk-os/zqk
1•zqk-agent•51m ago•0 comments

What Is Perplexity's Decisions API?

https://vercel.com/i/what-is-perplexity-decisions-api
1•flashbrew•53m ago•1 comments

TypeSafe AI's Jev vs. Perplexity's Decisions API

https://vercel.com/i/jev-vs-perplexity
1•flashbrew•53m ago•0 comments

Free PNG to PDF Converter Online for United States

https://pngstack.site/
2•flashzonik•53m ago•0 comments

Rust's derive often implies inline

https://yossarian.net/til/post/rust-s-derive-often-implies-inline/
1•birdculture•54m ago•0 comments

Tekken 7 and 8 now on Play Store /s

https://twitter.com/0xcrypto/status/2107009971569537434
2•0xcrypto•54m ago•0 comments

Northstar Browser

https://nordstjernen.org/northstar-browser/
3•signa11•1h ago•1 comments

Why hasn't academic publishing mastered references management?

https://thesiscitationlab.ai/
2•collinskab•1h 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.