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(Quasi)auto-canonization is the greatest short-term challenge for AI

https://xcancel.com/AlexKontorovich/status/2038810855110742310#m
1•vi_sextus_vi•30s ago•0 comments

Microsoft in Talks with Chevron, Engine No. 1 over $7B Texas Power Plant

https://www.bloomberg.com/news/articles/2026-03-31/microsoft-in-talks-with-chevron-engine-no-1-ov...
1•mfiguiere•3m ago•0 comments

Show HN: macOS app to ensure package managers only allow packages 1+ week old

https://github.com/harryob2/ShieldGuard
1•haaz•4m ago•0 comments

Large-scale BTU study shows: solar panels last longer than previously thought

https://www.b-tu.de/en/news/article/31103-grossangelegte-btu-studie-zeigt-solaranlagen-halten-lae...
1•jbm•6m ago•0 comments

Australia readies social media court action citing teen ban breaches

https://www.reuters.com/sustainability/society-equity/australia-investigates-tech-giants-over-soc...
1•jnord•8m ago•0 comments

TK Solver: Comprehensive Mathematical Software Tool for Engineers

https://www.uts.com/Products/TKSolver
1•teleforce•8m ago•0 comments

Veo 3.1 Lite – Veo 3.1 Lite – Turn Any Idea into AI Videos Instantly

https://veo31lite.com
2•sarkory•11m ago•0 comments

Anthropic just fired dev who published dev/Claude-code NPM package

https://twitter.com/KevinNaughtonJr/status/2039087166626656618
5•surprisetalk•13m ago•3 comments

GitHub has DMCA'd nearly all forks of the official Claude-code repo

https://github.com/anthropics/claude-code/forks
1•cg505•13m ago•2 comments

BCG's Data Warehouse Hacked – 3.17T Rows, Zero Authentication

https://codewall.ai/blog/how-we-hacked-bcgs-data-warehouse-3-17-trillion-rows-zero-authentication
1•theolivenbaum•15m ago•0 comments

Has GitLab Felt into the Enshittification?

https://gitlab.com/gitlab-org/gitlab/-/work_items/590689
1•sixthDot•18m ago•1 comments

North Korea-Nexus Threat Actor Compromises Widely Used Axios NPM Package

https://cloud.google.com/blog/topics/threat-intelligence/north-korea-threat-actor-targets-axios-n...
1•nettlin•19m ago•1 comments

Dark Code

https://twitter.com/saranormous/status/2039107773942956215
2•petethomas•19m ago•0 comments

Ask questions on the Claude Code codebase

https://app.sourcebot.dev/~/askgh/alex000kim/claude-code
2•msukkarieh•20m ago•0 comments

Software Pipelining for GPU Kernels: Part 1 – The Pipeline Problem

https://www.modular.com/blog/software-pipelining-for-gpu-kernels-part-1-the-pipeline-problem
1•MohamedMabrouk•21m ago•0 comments

Agent skills for desktop automation and video recording

https://github.com/TwillAI/skills
1•danoandco•22m ago•0 comments

Show HN: Amoxide – The right aliases, at the right time

https://amoxide.rs/
1•5422m4n•24m ago•0 comments

Kagi: April 1, 1996

https://kagi.com
3•surprisetalk•25m ago•1 comments

Reductio Ad Absurdum

https://en.wikipedia.org/wiki/Reductio_ad_absurdum
1•rdevilla•25m ago•0 comments

The Oil Crisis Is About to Get Physical

https://paulkrugman.substack.com/p/the-oil-crisis-is-about-to-get-physical
7•mooreds•26m ago•0 comments

Wonder View Tower, a Century-Old Landmark on Colorado's Eastern Plains

https://www.worldswonderviewtower.org
2•mooreds•26m ago•0 comments

Show HN: AI-Native NAACP

https://naacp.ai
1•arionhardison•26m ago•0 comments

Prompt Engineering for Humans

https://michaelheap.com/prompt-engineering-for-humans/
2•mooreds•28m ago•0 comments

Show HN: MCP server that generates macOS tools via Open Scripting Architecture

https://github.com/MayCXC/osa-mcp
1•MayCXC•29m ago•0 comments

Show HN: Claude Code rewritten as a bash script

https://github.com/jdcodes1/claude-sh
1•rpst•30m ago•0 comments

Show HN: Initialize an AI Harness with Forge CLI

https://github.com/samahlstrom/forge-cli
1•samahlstrom•30m ago•1 comments

RL Meets Adaptive Speculative Training

https://www.together.ai/blog/aurora
1•zagwdt•31m ago•0 comments

Write Once, Run Anywhere (For Real This Time) – Why WASI Won't Get Us There

https://medium.com/low-level/write-once-run-anywhere-for-real-this-time-5573bf0471b7
1•sorensaket•31m ago•0 comments

The Road to NfSensei

https://blog.nfsensei.org/about.html
1•LouisvilleGeek•31m ago•0 comments

The plan to make IPOs great again

https://economist.com/business/2026/03/29/the-plan-to-make-ipos-great-again
2•andsoitis•36m ago•0 comments
Open in hackernews

My 600 Hours with AI Coding Assistants: A Practical Comparison

2•bv_dev•10mo 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•10mo 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•10mo 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•10mo 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.