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Chomsky and the Two Cultures of Statistical Learning

https://www.norvig.com/chomsky.html
1•andsoitis•2m ago•0 comments

Lessons from Building a Deep Research System

https://www.tinyfish.ai/blog/lessons-from-building-a-deep-research-system
1•ankitg12•5m ago•0 comments

UART in Verilog with Fractional Clock Dividers

https://nand2mario.github.io/posts/2025/uart_with_fractional_clock_divider/
1•ankitg12•6m ago•0 comments

Show HN: Phone Link for macOS – Use Your Android Phone on macOS

https://github.com/nnnlog/phone-link
1•nnnlog•8m ago•0 comments

Don't just scale content. Scale creativity

https://bigbrandssecrets.substack.com/p/dont-just-scale-content-scale-creativity
1•matiasmobilia•8m ago•0 comments

Ask HN: What are you working on? (November 2026)

2•tha_infra_guy•12m ago•1 comments

Living Maps: Bay Area tech since 1960s

https://tomorrowasusual.com/living-maps/bay-area-tech/
3•tudell•12m ago•1 comments

Stop running everything through LLMs: How I fixed my research agent

https://www.tinyfish.ai/blog/inside-tinyresearch
2•manavm12•15m ago•0 comments

App Store 2026 in numbers: AI, pricing, abandoned apps

https://obelisk.club/research/app-store-2026
5•Peter216•21m ago•1 comments

Does the Neuroslop Enrichment Real?

https://github.com/notlibrary/USSR
2•notlibrary•21m ago•0 comments

Multiplayer tanks that demolish real buildings from OpenStreetMap

https://worldstrike.fun/
6•n4ze3m•25m ago•0 comments

Herdr vs. T3 Code vs. Amp: Software Factory Test

https://medium.com/tech-stackups/herdr-vs-t3-code-vs-amp-software-factory-test-59432684878c
2•ritzaco•25m ago•1 comments

Global stocks tumble as AI panic grips markets after Democrats' midterm success

https://www.theguardian.com/business/live/2026/nov/06/global-stocks-tumble-ai-panic-markets-democ...
3•drayfield•28m ago•0 comments

Nucleus: Have Your Best Baby

https://mynucleus.com/
2•porridgeraisin•29m ago•0 comments

AI Agent Has Amnesia. Mine Keeps Receipts

https://prod.codes/blog/your-ai-agent-has-amnesia-mine-keeps-receipts/
2•alex09x•29m ago•0 comments

Kugelblitz – Mac-Native Google Earth Alternative

https://apps.metaebene.me/en/kugelblitz
10•luoc•33m ago•0 comments

Astronauts arrive at International Space Station just 8 hours after launching

https://apnews.com/article/spacex-nasa-astronauts-crew-13-d885ec0dcb9fab8bbf8977103118caa0
5•gmays•34m ago•0 comments

Show HN: Pixel Buddy, a pixel pet for Claude Code that grows from your work

https://github.com/SimakovIgor/pixel-buddy
2•igorsimakov•36m ago•0 comments

Sourcehut disabled registration bypass – CVE-2026-121728

https://blog.arusekk.pl/posts/srht-disabled-registration-bypass/
3•birdculture•38m ago•0 comments

Coffee, with Coordinates

https://www.fao.org/newsroom/story/coffee-with-coordinates/en
2•bryanrasmussen•39m ago•0 comments

Blender's UI and Runtime: Much Faster Than GPUI

https://github.com/ppmpreetham/BUI
9•ppmpreetham•40m ago•1 comments

Show HN: Mall Bats, a nostalgic tycoon game with a twitst

https://mall-bats.vercel.app/
2•jacobjr23•40m ago•0 comments

Show HN: BeepGrid – Lightweight open source agent comms

https://github.com/beepgrid/beepgrid
2•eonn•41m ago•0 comments

America turns on Donald Trump's tech cheerleaders

https://www.ft.com/content/bda53f77-f391-4750-ab5d-55e09cbbdb7c
3•frereubu•42m ago•0 comments

Ask HN: Why do farts smell different when you let them out underwater?

3•gonzar79•43m ago•0 comments

My pipeline inspector got hands: retrying and fixing failed dltHub jobs

https://www.sfrt.io/my-pipeline-inspector-got-hands-retrying-and-fixing-failed-dlthub-jobs-with-a...
2•sfrt•44m ago•0 comments

Your credit card is way more political than you think [video]

https://www.youtube.com/watch?v=RmLCmqiVo3o
3•dataflow•45m ago•0 comments

Skeuomorphic Wayland Compositor

https://fyzugx.github.io/DEsk/
4•nreece•50m ago•1 comments

Hardcoded credentials and other issues in Tata Motors App

https://www.cert-in.org.in/s2cMainServlet?pageid=PUBVLNOTES01&VLCODE=CIVN-2026-0537
5•qtqtqt•52m ago•2 comments

Britain to make salary disclosure in job ads mandatory

https://www.reuters.com/business/world-at-work/britain-make-salary-disclosure-job-ads-mandatory-2...
53•1659447091•58m ago•39 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.