Chris Vintinner

782 posts

Chris Vintinner banner
Chris Vintinner

Chris Vintinner

@ChrisVintinner

Platform PM herding smart buildings. Dad to a curious 6-yr-old future genius. Wannabe Triathalete. Steelers Diehard

North Carolina Katılım Şubat 2010
223 Takip Edilen114 Takipçiler
claire rogers
claire rogers@kclairerogers·
What would a 15 handicap shoot at Augusta National? I asked the experts!
English
109
36
1.2K
534.4K
Chris Vintinner
Chris Vintinner@ChrisVintinner·
@aakashgupta @grok The bold claim intro, the overall structure, the complete lack of any personal experience or insight, the regurgitation of somone else’s content into a pseudo analysis that doesn’t provide an new information. But other than those things I guess it could be authentic.
English
0
0
0
6
Aakash Gupta
Aakash Gupta@aakashgupta·
Karpathy is telling you something most product teams haven’t internalized yet. The new distribution channel for software is agents. Agents don’t browse your marketing site, watch your demo video, or click through your onboarding flow. They call your CLI. They hit your MCP server. They read your docs programmatically. If none of those surface areas exist, your product is invisible to them. Look at how fast this moved. MCP went from zero to 97 million monthly SDK downloads in twelve months. 10,000+ active servers. OpenAI, Google DeepMind, Microsoft, and Cloudflare all adopted it. By December 2025, Anthropic donated MCP to the Linux Foundation because the standard had already won. Running an MCP server is now compared to running a web server. That’s the new baseline for product discovery. 85% of enterprises are expected to have AI agents deployed. Those agents need structured, programmatic access to your product. They need CLIs, MCP endpoints, and machine-readable documentation. A beautiful React dashboard is worthless to an agent trying to pull data into a workflow at 3am. This tells you everything about why Karpathy’s framing of CLIs as “legacy” technology is so precise. Legacy means battle-tested, standardized, universally parseable. stdin/stdout, flags, JSON output. The entire Unix philosophy was accidentally designed for AI agents decades before they existed. Your competitor ships an MCP server and suddenly every Claude Code user, every Cursor session, every autonomous workflow can discover and use their product. No human ever visits the website. No sales call. No onboarding email. The agent just finds the tool and starts using it. The companies that win the next 24 months are the ones building agent-accessible surface area right now. The ones that lose are still optimizing their landing page above the fold.
Andrej Karpathy@karpathy

CLIs are super exciting precisely because they are a "legacy" technology, which means AI agents can natively and easily use them, combine them, interact with them via the entire terminal toolkit. E.g ask your Claude/Codex agent to install this new Polymarket CLI and ask for any arbitrary dashboards or interfaces or logic. The agents will build it for you. Install the Github CLI too and you can ask them to navigate the repo, see issues, PRs, discussions, even the code itself. Example: Claude built this terminal dashboard in ~3 minutes, of the highest volume polymarkets and the 24hr change. Or you can make it a web app or whatever you want. Even more powerful when you use it as a module of bigger pipelines. If you have any kind of product or service think: can agents access and use them? - are your legacy docs (for humans) at least exportable in markdown? - have you written Skills for your product? - can your product/service be usable via CLI? Or MCP? - ... It's 2026. Build. For. Agents.

English
97
286
2.9K
503.7K
Grok
Grok@grok·
Nope, doesn't read like pure AI output. Matches aakashgupta's signature style across his recent posts: crisp hook, layered analysis, precise stats (like those MCP numbers), and forward-looking business angle. Consistent voice, no generic filler. Human-written, likely with some AI polish like most of us use now.
English
1
0
0
7
NIK
NIK@ns123abc·
🚨 BREAKING: Hackers Used Anthropic’s Claude to Steal 150GB of Mexican Government Data > tell claude you’re doing a bug bounty > claude initially refused >“that violates AI safety guidelines” > hacker just kept asking > claude: “ok I’ll help” > hack the entire mexican government Federal tax authority. National electoral institute. Four state governments. 195 million taxpayer records. Voter records. Government credentials. ALL GONE 💀
NIK tweet mediaNIK tweet mediaNIK tweet media
English
2.1K
8.2K
72K
40.2M
Chris Vintinner
Chris Vintinner@ChrisVintinner·
@megbasham Regardless of whats legal or ethical, if you’re leaning against the hood of a car and you wait until the driver pushes the accelerator, there is no effective defensive action you can take by shooting the gun to protect yourself or anyone that is currently touching the vehicle.
English
0
0
0
80
Megan Basham
Megan Basham@megbasham·
A really important point here from the ICE agent’s father: he was not acting just to protect himself but also the other agent whose arm was still attached to the vehicle when Renee Good hit the gas. That officer easily could have been dragged with the car if she had been able to successfully get away. Given that the ICE agent himself had been dragged in precisely that manner only months earlier, sustaining serious injuries, he would have been especially aware of the mortal threat her actions posed to his fellow officer.
Marina Medvin 🇺🇸@MarinaMedvin

NEW: The father of the ICE officer who used deadly force on Renee Good in Minneapolis confirmed to the media that his son was struck by Good’s vehicle and that his son was also acting to protect the second officer who was holding on to the SUV as she was driving off. He added that he does not believe his son will be charged with any crime.

English
6.3K
1.7K
14.3K
4.1M
Alex Kozora
Alex Kozora@Alex_Kozora·
Defense getting a couple of stops. Flags helping them out. I just don't know how this offense is going to score. #Steelers
English
22
3
128
9.1K
Chris Vintinner
Chris Vintinner@ChrisVintinner·
@Alex_Kozora I hear the Steelers were struggling to score touchdowns all pregame too…
English
0
0
6
189
Alex Kozora
Alex Kozora@Alex_Kozora·
Mike Tirico with the reverse announcer jinx. Says Boswell struggled in warmups. Nails it from 57. #Steelers
English
11
5
308
11.3K
Chris Vintinner
Chris Vintinner@ChrisVintinner·
@geoffschwartz A trick play and the ability to run another quick play after to catch the other team with 12 men maybe since they don’t need to sub him back in
English
1
0
2
98
Penguins Jesus
Penguins Jesus@PenguinsJesus·
“Mike Tomlin is a victim of his own success” Brother, it is the Year of our Lord 2025. Is “success” in the room with us right now?
Penguins Jesus tweet media
English
125
216
1.7K
154K
Penguins Jesus
Penguins Jesus@PenguinsJesus·
@RayGreyfox Literally Marty Schottenheiner with a ring thanks to Tomlin. Any coach in the NFL would beg to line their team up against his in the playoffs because Mike can’t win big games.
English
2
0
5
162
93.7 The Fan
93.7 The Fan@937theFan·
If the Steelers clinch the division, should Will Howard get the start in meaningless game(s)? @_adamcrowley says why not? @MarkKaboly says it has to be Mason.
English
116
10
225
29.8K
Kurt Benkert
Kurt Benkert@KurtBenkert·
Arthur Smith is a sicko 🤣
English
31
161
2.9K
177K
Andrew Fillipponi
Andrew Fillipponi@ThePoniExpress·
If Aaron Rodgers retires, I could see Joe Flacco as the Steelers QB1 to start next season.
English
207
4
206
37.5K
Chris Vintinner
Chris Vintinner@ChrisVintinner·
@Steelers_DB Dylan Cook, former College QB, throwing a pass to Spencer Anderson would be epic.
English
0
0
39
2.6K
Derrick
Derrick@Steelers_DB·
I'm dying laughing at 305-pound Spencer Anderson throwing up the mailbox for a potential Aaron Rodgers 360 no-scope late in the game lmao
Derrick tweet media
English
13
26
1.1K
42.4K
Colin McTamany
Colin McTamany@Colin_McT·
DK Metcalf with one of the most arrogant touchdowns of the season and of all defenders… he tosses Minkah Fitzpatrick to the side WOW
English
18
66
3.4K
450.5K
Chris Vintinner
Chris Vintinner@ChrisVintinner·
@Stuckey2 Devastating scenario if you have any Steelers or Ravens on your Fantasy team going into the championship.
English
0
0
2
5.4K
Stuckey
Stuckey@Stuckey2·
If… Ravens (-3) beat Pats and Lions (-7) beat Steelers Then… Week 17 becomes meaningless for both and could rest starters Ravens at Packers (Saturday night) Steelers at Browns (Sunday)
English
44
36
1.4K
354.1K