Hacker News: KolibriFly

New comment by KolibriFly in "AI Engineer Notebooks – free, framework-free RAG/agents/evals on Colab"

KolibriFly — Fri, 28 Aug 2026 03:57:53 +0000

Glad to hear they are prioritizing evaluation right from the start. Usually people just throw together a rag pipeline on the knee and then judge the metrics by eye, skimming three responses in the terminal

New comment by KolibriFly in "Ask HN: Do you feel comfortable admitting that you use AI?"

KolibriFly — Wed, 19 Aug 2026 03:49:04 +0000

You should feel ashamed of an unreviewed 1000-line PR that crashed prod, not an autocomplete saving you a couple hours of your life

New comment by KolibriFly in "Docker Sandboxes – Disposable, isolated sandboxes for AI agents"

KolibriFly — Mon, 10 Aug 2026 07:06:43 +0000

That's docker, man. Tomorrow they're gonna add limits on sandbox runs without a premium account too

New comment by KolibriFly in "I'm Scared a Stranger Will Call My Novel AI, So I Built GitHub for Words"

KolibriFly — Thu, 06 Aug 2026 11:44:55 +0000

Squashing commits pretty much turns the whole "green carpet" into meaningless noise

New comment by KolibriFly in "I'm Scared a Stranger Will Call My Novel AI, So I Built GitHub for Words"

KolibriFly — Thu, 06 Aug 2026 11:27:04 +0000

Non-techies avoid the CLI like the plague and don't want to mess with .gitattributes for text files. But building a whole web service with a paid subscription just for that is total overkill when free desktop GUIs like Sublime Merge or VS Code exist

New comment by KolibriFly in "I'm Scared a Stranger Will Call My Novel AI, So I Built GitHub for Words"

KolibriFly — Thu, 06 Aug 2026 11:10:05 +0000

It's pretty ironic to pitch protection against AI accusations with a post that was completely generated using Claude prompts

New comment by KolibriFly in "Document-borne AI worms can self-propagate through Copilot for Word"

KolibriFly — Wed, 29 Jul 2026 12:58:48 +0000

With that logic you could call SQL injections a natural feature of database management systems. If a general purpose system starts dropping tables or messing up numbers in a report just because that string was in the text it read, that system isnt worth a damn in the enterprise sector

New comment by KolibriFly in "Apple defeats liability for not scanning iCloud for CSAM"

KolibriFly — Wed, 22 Jul 2026 07:59:44 +0000

A court should not quietly create a general duty to inspect everyone's private files because a provider could theoretically detect illegal content

New comment by KolibriFly in "Apple's rumored M7 Ultra targets 1.5TB and Blackwell-class AI performance"

KolibriFly — Tue, 14 Jul 2026 09:17:21 +0000

Yeah, that is pretty funny considering Blackwell isn't just a chip but a whole ecosystem with a fifth-gen interconnect and huge cooling racks...

New comment by KolibriFly in "Apple's rumored M7 Ultra targets 1.5TB and Blackwell-class AI performance"

KolibriFly — Tue, 14 Jul 2026 09:10:35 +0000

Another important thing to keep in mind here is the software. Nvidia has been optimizing their software stack for decades to squeeze every clock cycle out of the hardware under any limits. TensorRT alone does straight up magic. Apple is just starting out with MLX, and their hardware is often idling not because it is worse per watt but because the compiler does not know how to optimally load the ALU blocks for specific graphs yet

New comment by KolibriFly in "The difference between "today's task" and "accretive work""

KolibriFly — Wed, 08 Jul 2026 11:00:01 +0000

A lot of the article is about who controls the tool, who is forced to use it and who absorbs the cost when it produces bad output

New comment by KolibriFly in "The difference between "today's task" and "accretive work""

KolibriFly — Wed, 08 Jul 2026 10:55:22 +0000

I suspect "same price, three days instead of three months" is a very real win for plenty of businesses

New comment by KolibriFly in "The difference between "today's task" and "accretive work""

KolibriFly — Wed, 08 Jul 2026 10:53:30 +0000

I think the argument is that AI changes the cost of creating that groundwork, not the definition of it

New comment by KolibriFly in "The difference between "today's task" and "accretive work""

KolibriFly — Wed, 08 Jul 2026 10:47:19 +0000

The real trick is recognizing when "disposable" code has quietly become infrastructure

New comment by KolibriFly in "The difference between "today's task" and "accretive work""

KolibriFly — Wed, 08 Jul 2026 10:43:40 +0000

AI makes it cheaper to create working fragments. It does not automatically make those fragments part of a maintainable system. In practice it may make the canonization step more important not less

New comment by KolibriFly in "When AI Costs More Than the Engineer"

KolibriFly — Tue, 07 Jul 2026 07:01:47 +0000

Everything depends heavily on the segment. Open-weight models already look good enough for a ton of internal tasks right now but there is always gonna be that small percentage of workloads where the last few percent of quality are totally worth the money.

I feel like the market is just gonna become way more mixed. Not like "everyone is switching to open" or "everyone is staying on frontier" but a mix of multiple models for different scenarios

New comment by KolibriFly in "When AI Costs More Than the Engineer"

KolibriFly — Tue, 07 Jul 2026 06:56:50 +0000

The weakest part of the article is that the forecasts up to 2029 assume the current market structure will barely change. In three years literally everything can change, like prices, models, hardware, and how we actually use LLMs

New comment by KolibriFly in "Why Won't Europe Build AI Data Centers in Iceland?"

KolibriFly — Tue, 30 Jun 2026 08:54:10 +0000

That is exactly why big clouds never put all their eggs in one basket, even if it is a super cheap and cold basket. The cost of protecting and backing up network lines for an isolated island quickly eats up any benefits from geothermal energy. Physical security for terabit lines is way more expensive than air conditioning these days

New comment by KolibriFly in "Why Won't Europe Build AI Data Centers in Iceland?"

KolibriFly — Tue, 30 Jun 2026 08:49:14 +0000

Iceland and Norway are part of the EEA so the AI Act and GDPR will reach them just like Germany or France. Running away there from regulators makes no sense. But running from bureaucracy to get land permits and substation connections - yeah maybe municipalities work faster there

New comment by KolibriFly in "Software Is Becoming Marketing"

KolibriFly — Sat, 27 Jun 2026 10:53:40 +0000

I mostly agree, though I'd phrase it slightly differently: software is becoming less of a moat by itself but not necessarily less important