Cardano founder Charles Hoskinson says artificial intelligence has quietly killed one of the crypto industry’s favorite bragging rights — the developer count — and the way his own ecosystem is adapting tells you a lot about where blockchain projects are heading next.
By Keisha Williams | September 14, 2026
Speaking in a broadcast on Sunday, as reported by BeInCrypto, Hoskinson argued that the number of developers writing code for a blockchain no longer means what it used to — because AI coding assistants have made it possible for anyone to produce working software without understanding it. The comments came in defense of Midnight, a privacy-focused blockchain built on Cardano whose foundation recently cut part of the team that recruits outside coders and shifted focus toward what Hoskinson calls “builders.”
The Hook: Why Developer Counts Stopped Working
For roughly a decade, blockchains ranked themselves by how many engineers contributed code to their ecosystems. The logic was simple: skilled human coders were scarce, so a rising developer tally signaled a healthy, growing network. Industry trackers like Electric Capital built entire annual reports around the metric, and projects used the numbers in marketing to attract investors.
AI broke that scarcity. “You can have people who have no technical knowledge and no experience use these tools to look like a developer. So it’s no longer a scarce and finite resource,” Hoskinson said, according to BeInCrypto’s report. In plain terms: if a chatbot can write a smart contract, counting the humans who submitted code tells you almost nothing about a blockchain’s real momentum.
The Core Conflict: Verification Is the New Bottleneck
The practical problem, as Hoskinson describes it, is not that AI-written code is bad — it is that nobody can easily tell who or what wrote it. Code bounties and hackathons, the traditional engines of grassroots blockchain development, now invite entrants to pass off AI output as their own work. Organizers end up burning time interrogating authorship instead of attracting genuine projects.
Hoskinson’s answer is to change what the ecosystem measures. Instead of counting coders, he wants to back ventures with paying users and outside investors — teams that have crossed the line from writing code to running a business. It is a shift from measuring input (lines written) to measuring output (revenue and adoption).
The Contradiction Inside His Own Ecosystem
Here is where the story gets uncomfortable for Hoskinson. The Midnight Foundation — part of the ecosystem he is defending — is currently running three hackathons with combined prize pools worth 26,500 USD, including a Korea contest that opened on September 1, BeInCrypto reported. Those programs reward exactly the kind of code output that Hoskinson says can no longer be trusted as a growth signal.
Hoskinson conceded the split, saying he sees things differently than the foundation does. It is not his first break with Cardano institutions — BeInCrypto noted he stepped away from promoting ADA, Cardano’s native token, in June, and has been rebuilding the Midnight development strategy around AI agents since earlier this year. For a founder who has long been the public face of Cardano, the pattern suggests a deliberate distancing from the old playbook of hype-driven metrics.
Market Implications: What This Means for Your Portfolio
If you hold ADA or follow blockchain projects, the lesson is bigger than one founder’s opinion. The tools investors use to judge crypto projects are changing. Metrics like developer counts, GitHub commits, and hackathon turnout were the industry’s proxies for fundamental health — its version of earnings reports. If AI makes those numbers cheap to fake, investors will need harder evidence: actual users, actual revenue, actual institutional backing.
The market’s initial reaction was a shrug. ADA traded near 0.21 USD, up less than one percent over 24 hours, unmoved by the strategy shift, according to BeInCrypto price data. That is consistent with how these stories tend to play out: philosophy changes do not move prices, but the projects that successfully pivot from developer-count theater to real adoption eventually do.
The Verdict
Hoskinson’s argument is hard to dismiss. AI genuinely has cheapened the thing developer counts used to measure, and every blockchain that still markets itself with those numbers is using a yardstick that is slowly going hollow. The open question is what replaces it. “Builders with paying users” sounds right in principle, but it raises the bar for early-stage projects that have neither yet. The next two quarters of Midnight’s pivot — whether builders arrive faster than developers leave — will be a live experiment the whole industry is watching. For regular investors, the takeaway is simple: when a project quotes growth stats at you, ask who verified them, and whether a machine could have written them.
The cryptocurrency market remains highly volatile. This article is for informational purposes only and does not constitute financial advice.
Disclaimer: This article is for informational purposes only and does not constitute financial advice.
Electric Capital built entire yearly reports around dev counts and now that metric is basically decorative. But the Midnight Foundation running 26,500 USD in hackathon prizes while Hoskinson says code output can no longer be trusted is the funny part.
26,500 in hackathon prizes to prove code output can no longer be trusted is genuinely poetic timing
^ measuring revenue and paying users instead of commits is honestly healthier. half the devs in those reports were copy pasting stack overflow before the chatbots showed up anyway
cutting the team that recruits outside coders and calling it adapting to ai is wild. midnight did layoffs with extra steps
he’s right and it stings. half the dev activity charts last year were one guy with an ai copilot and a repo full of generated slop
developer-count theater lol. brutal but accurate. midnight pivot is the actual test now
generated slop is right. my pr inbox is 90 percent ai written fixes for bugs the ai itself introduced. counting commits now just rewards the loop
same in our org tbh. we started weighting merged prs by review turnaround and the ai slop dies instantly. lazy metric fixes exist, foundations just dont bother
weighting merged prs by review turnaround is genuinely clever tbh. ai slop cannot fake a human arguing with you for two days
same energy as credit score farming. once ai writes the fix for the bug it introduced, a merged pr means nothing
ai fixing bugs it introduced is a whole job category now. we audit by whether the test suite survives the merge, nothing else catches the loop
once the ai writes the fix for the bug it introduced, merged PRs are theater. test suites and paying users are the only signals left standing
Counting builders with paying users beats counting commits, sure. But who audits the builder numbers? Same incentive to inflate, just a shinier metric.
self reported builder numbers audited by nobody. we swapped one vanity metric for an even softer one
self reported builder numbers is my favorite part. at least commit counts came out of a machine, this will be a google doc nobody audits
same audit problem as dev counts, true. but paying users leave receipts you can check onchain. way harder to fake than a github contribution graph
nobody audits them, that is the trick. electric capital at least published a methodology to argue with. builder counts will be a slide in a deck with no appendix
the funniest bit is electric capital still publishing the dev count report next year like nothing happened. metrics die slower than the things they measured
Cutting the team that recruited outside coders while announcing a builders pivot reads like a budget cut wearing a strategy costume. Hope Midnight proves me wrong
tbh every foundation calls the layoff version a pivot. the metric that matters is whether midnight ships anything users actually touch before the hackathon prize pool runs dry
if midnight ships something users actually touch before the next dev report drops, the pivot is real. otherwise its a layoff with better PR
the 26,500 usd hackathon prize pool is real money for builders tho. cheap next to a recruiting team, but its not literally nothing
fair point but every pivot sounds like that when money gets tight. the hackathon is at least measurable, watch who actually shows up
Declaring commit counts dead two weeks after cutting the recruiting team is some next level messaging. Curious what Electric Capital even measures in the next report.
funny how the metric died right around when cardanos dev numbers stopped impressing anyone. the timing does a lot of the arguing here
dev counts stopped impressing right around when every chain picked up ai copilot commits. the metric didnt die, it got farmed to death
farmed is exactly right. half the active dev metrics now count prompt sessions. builders with revenue attached is the honest denominator
counting builders with revenue attached at least forces a link to something real. midnight shipping anything actual users open is the only audit that matters
the honest version is AI made recruiting devs pointless so the foundation cut costs. the builder reframe is fine, but 26,500 in prizes quietly replacing a paid dev team does a lot of work in that narrative
counting builders instead of devs just moves the goalpost to a field with no data at all. watch what midnight ships, ignore the census