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The purpose of Continuous Integration is to fail

https://blog.nix-ci.com/post/2026-02-05_the-purpose-of-ci-is-to-fail
1•zdw•54s ago•0 comments

Apfelstrudel: Live coding music environment with AI agent chat

https://github.com/rcarmo/apfelstrudel
1•rcarmo•1m ago•0 comments

What Is Stoicism?

https://stoacentral.com/guides/what-is-stoicism
3•0xmattf•2m ago•0 comments

What happens when a neighborhood is built around a farm

https://grist.org/cities/what-happens-when-a-neighborhood-is-built-around-a-farm/
1•Brajeshwar•2m ago•0 comments

Every major galaxy is speeding away from the Milky Way, except one

https://www.livescience.com/space/cosmology/every-major-galaxy-is-speeding-away-from-the-milky-wa...
2•Brajeshwar•2m ago•0 comments

Extreme Inequality Presages the Revolt Against It

https://www.noemamag.com/extreme-inequality-presages-the-revolt-against-it/
1•Brajeshwar•2m ago•0 comments

There's no such thing as "tech" (Ten years later)

1•dtjb•3m ago•0 comments

What Really Killed Flash Player: A Six-Year Campaign of Deliberate Platform Work

https://medium.com/@aglaforge/what-really-killed-flash-player-a-six-year-campaign-of-deliberate-p...
1•jbegley•4m ago•0 comments

Ask HN: Anyone orchestrating multiple AI coding agents in parallel?

1•buildingwdavid•5m ago•0 comments

Show HN: Knowledge-Bank

https://github.com/gabrywu-public/knowledge-bank
1•gabrywu•11m ago•0 comments

Show HN: The Codeverse Hub Linux

https://github.com/TheCodeVerseHub/CodeVerseLinuxDistro
3•sinisterMage•12m ago•2 comments

Take a trip to Japan's Dododo Land, the most irritating place on Earth

https://soranews24.com/2026/02/07/take-a-trip-to-japans-dododo-land-the-most-irritating-place-on-...
2•zdw•12m ago•0 comments

British drivers over 70 to face eye tests every three years

https://www.bbc.com/news/articles/c205nxy0p31o
14•bookofjoe•12m ago•4 comments

BookTalk: A Reading Companion That Captures Your Voice

https://github.com/bramses/BookTalk
1•_bramses•13m ago•0 comments

Is AI "good" yet? – tracking HN's sentiment on AI coding

https://www.is-ai-good-yet.com/#home
1•ilyaizen•14m ago•1 comments

Show HN: Amdb – Tree-sitter based memory for AI agents (Rust)

https://github.com/BETAER-08/amdb
1•try_betaer•15m ago•0 comments

OpenClaw Partners with VirusTotal for Skill Security

https://openclaw.ai/blog/virustotal-partnership
2•anhxuan•15m ago•0 comments

Show HN: Seedance 2.0 Release

https://seedancy2.com/
2•funnycoding•15m ago•0 comments

Leisure Suit Larry's Al Lowe on model trains, funny deaths and Disney

https://spillhistorie.no/2026/02/06/interview-with-sierra-veteran-al-lowe/
1•thelok•15m ago•0 comments

Towards Self-Driving Codebases

https://cursor.com/blog/self-driving-codebases
1•edwinarbus•16m ago•0 comments

VCF West: Whirlwind Software Restoration – Guy Fedorkow [video]

https://www.youtube.com/watch?v=YLoXodz1N9A
1•stmw•17m ago•1 comments

Show HN: COGext – A minimalist, open-source system monitor for Chrome (<550KB)

https://github.com/tchoa91/cog-ext
1•tchoa91•17m ago•1 comments

FOSDEM 26 – My Hallway Track Takeaways

https://sluongng.substack.com/p/fosdem-26-my-hallway-track-takeaways
1•birdculture•18m ago•0 comments

Show HN: Env-shelf – Open-source desktop app to manage .env files

https://env-shelf.vercel.app/
1•ivanglpz•22m ago•0 comments

Show HN: Almostnode – Run Node.js, Next.js, and Express in the Browser

https://almostnode.dev/
1•PetrBrzyBrzek•22m ago•0 comments

Dell support (and hardware) is so bad, I almost sued them

https://blog.joshattic.us/posts/2026-02-07-dell-support-lawsuit
1•radeeyate•23m ago•0 comments

Project Pterodactyl: Incremental Architecture

https://www.jonmsterling.com/01K7/
1•matt_d•23m ago•0 comments

Styling: Search-Text and Other Highlight-Y Pseudo-Elements

https://css-tricks.com/how-to-style-the-new-search-text-and-other-highlight-pseudo-elements/
1•blenderob•25m ago•0 comments

Crypto firm accidentally sends $40B in Bitcoin to users

https://finance.yahoo.com/news/crypto-firm-accidentally-sends-40-055054321.html
1•CommonGuy•25m ago•0 comments

Magnetic fields can change carbon diffusion in steel

https://www.sciencedaily.com/releases/2026/01/260125083427.htm
1•fanf2•26m ago•0 comments
Open in hackernews

Online Advertising Now Free

1•moseg•3mo ago
For years, brands have paid per click, per view, per impression — even when no sale ever happened.

But what if you only paid after real results?

AI agents and dynamic tracking now make it possible to run performance-based campaigns that charge only when a deal is completed — a real outcome, not attention.

If that becomes the standard, would CPC, CPM, or influencer budgets even make sense anymore?

Comments

Festro•3mo ago
No advertising platform is going to charge per sale on these kinds of ads. That requires the platform to trust the customer to report accurate sales metrics.

Sales/conversion metrics have been around for decades in ad systems, it's been technically possible to charge per sale but noone has done it. Simply because the sale takes place outside of the platforms control. Ad costs will remain on a per click basis at best.

And your title is misleading, you state costs will move to when deals are completed, which is very different to it being "now free".

moseg•3mo ago
100%. “Free” always hides the cost somewhere, the idea here is just to move that cost to outcomes.

Instead of paying for clicks that might not convert, you only pay when a sale actually happens.

It’s not free media — it’s risk-free advertising.

moseg•3mo ago
Fair point — “free” was more of a provocation than a promise.

The real shift is trust: historically ad platforms couldn’t verify what happened after a click. With AI agents on both sides, that changes.

When systems can confirm outcomes in real time, paying per sale stops being a dream — it becomes inevitable.

jqpabc123•3mo ago
But what if you only paid after real results?

Nice idea. How would you implement it?

The only way I can see is if the store and the advertising medium were one and the same --- in other words Amazon, WalMart, etc.

moseg•3mo ago
You nailed it — that’s been the missing link.

Historically, the only players who could close that loop were platforms that controlled both traffic and checkout (like Amazon or Walmart).

What’s changing now is that AI + transaction-level APIs can bridge any store and any media source — without them needing to be the same company.

So instead of paying per click, the ad network verifies actual purchases in real time.

It turns the internet into a universal performance marketplace — no more guessing, just verified outcomes.

mtmail•3mo ago
I think it's called CPA, where A is either Action or Acquisition and has existed for years.
moseg•3mo ago
True. CPA has existed for years, but CPA still pays for intent, not outcome fairness.

With CPA, the advertiser defines the “action” — click, signup, purchase — but not whether the buyer actually got a fair deal.

The next step is AI verifying value on both sides. That’s where it stops being “cost per acquisition” and starts being “cost per trust.”

mtmail•3mo ago
I don't even trust this conversation to be real
moseg•3mo ago
Haha fair at this point, even reality feels like a simulation.

But the concept’s very real: if AI can negotiate trades, verify outcomes, and handle trust autonomously, it changes how value moves online.

(And yes, a human typed this. Probably.)

moseg•3mo ago
all jokes aside That’s a fair concern. But curious if AI could verify outcomes through encrypted receipts or third-party confirmation layers, would that change your view?

Or do you think “pay-per-sale” can only ever work when one platform owns both the store and the ad network?

moseg•3mo ago
Imagine ad platforms where every dollar is spent on results, not exposure.

The advertiser sets a sale commission, and the network only charges when the deal closes.

It flips the ad economy from speculative to performance-driven = less guessing, more fairness.