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1.
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by
skapadia
17d ago
Memory is not just a matter of retrieval, it's also a matter of knowing what to retrieve and when.
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skapadia
20d ago
Can we even define AI before getting into this debate?
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skapadia
21d ago
Also the first voice of KARR from Knight Rider.
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skapadia
26d ago
How about build whatever interface makes sense for the user? Doesn't matter if it's a TUI, GUI, speech interface, or some physically actuated / haptic feedback based system. Do what makes intuitive sense to the user and provi
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skapadia
1mo ago
An agent will read your comment and take it as a challenge to show something can go wrong. Thanks for prompt injecting, mate. /s
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skapadia
1mo ago
This will have significant consequences for the military.
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skapadia
2mo ago
This is beautiful, I can't deny that. But the claim that Claude Code is a fixed set of tools is quite wrong. Claude Code regularly generates new code to carry out tasks, and you can choose to promote those tasks to skills, workflows, e
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by
skapadia
5mo ago
Much of the world believed in geocentrism for a very long time, yet we've known better for a long time now. Currently, this "Ptolemaic" idea of human intelligence being the center of everything sounds similar. What if human i
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skapadia
5mo ago
This is awesome. Thank you for pointing out streaming JSON input and output, I'll definitely be taking a look at that.
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skapadia
5mo ago
Basically, as long as you are using an Anthropic library or tool, you can use your OAuth credentials. For example, you can use the Claude Agent SDK with your OAuth credentials. This is sweet because I can prototype all sorts of agents with
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skapadia
5mo ago
The second paragraph sounds eerily AI-generated.
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skapadia
5mo ago
1. playwright-cli for exploration and ad-hoc scraping, in order to determine what works. 2. playwright code generation based on 1, which captures a repeatable workflow 3. agent skills - these can be playwright based, but in some cases if I
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skapadia
7mo ago
"Test harness is everything, if you don't have a way of validating the work, the loop will go stray" This is the most important piece to using AI coding agents. They are truly magical machines that can make easy work of a lar
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skapadia
8mo ago
"To come back to my earlier comment, though, my main approach makes sense in this context. I let Opus do the abstract thinking, and then OpenAI's models handle the fine details." Very interesting. I'm going to try this o
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skapadia
8mo ago
Thanks, I'll try those out. I've used Codex CLI itself on a few small projects as well, and fired it up on a feature branch where I had it implement the same feature that Claude Code did (they didn't see each other's imp
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skapadia
8mo ago
Claude Opus 4.5 by far is the most capable development model. I've been using it mainly via Claude Code, and with Cursor. I agree anticompetitive behavior is bad, but the productivity gains to be had by using Anthropic models and tools
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skapadia
8mo ago
Exactly. We're headed for a discontinuity, not an inflection point.
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Claude Code Analytics – Turn AI Conversations into Actionable Insights
(github.com)
1 points
by
skapadia
9mo ago
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1 comments
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skapadia
9mo ago
Hey HN! In 2025, I've spent more time than ever conversing with AI coding agents, particularly Claude Code. These conversations are an intimate look into how we think and solve problems. Every chat with the agent contains valuable solu
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skapadia
9mo ago
Exactly. Prompt + Tool + External Dataset (API, file, database, web page, image) is an extremely powerful capability.
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skapadia
9mo ago
But the AI coding agent can then ask you follow up questions, consider angles you may not have, and generate other artifacts like documentation, data generation and migration scripts, tests, CRUD APIs, all in context. If you can reliably do
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skapadia
10mo ago
1000% agree.
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skapadia
1y ago
I expect less time spent on boilerplate and documentation, and more time spent on iterating, experimenting, and increasing customer satisfaction. I also wouldn't accept "I don't know how to do that" as an answer. Instead
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Adding Conversational AI: Converting Natural Language into JSON Actions
(chariotsolutions.com)
1 points
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skapadia
1y ago
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1 comments
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skapadia
1y ago
Add LLM-powered chat to your app. Translate English into executable JSON commands using just TypeScript, Node, and OpenAI—no frameworks! Start extremely simple and get better at prompt engineering, before delving into things like tool calls
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skapadia
1y ago
Exactly. This is precisely what I do.
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skapadia
2y ago
That is funny, because I was a Java developer for many years, then Scala for a few years, and these days I mainly write Python, but the last thing I go for is creating a class. That's generally only when a set of functions in a single
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skapadia
2y ago
I blog with stone tablets.
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skapadia
2y ago
As much as I hate the arbitrary nature of this name change and the sentiment behind it, name changes happen all across the world.
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skapadia
2y ago
Which ones make sense?
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