Anthropic just shipped Opus 4.7 today and i had to write about it somewhere because the jump is weird.

I ran the same backlog task on 4.6 and 4.7 back to back. same repo, same prompt, same tools. 4.6 looped on a bug for 25 minutes and was not going to solve it. 4.7 closed it in eleven, and the part that freaked me out is that it paused in the middle to sanity-check an assumption i had not asked it to check. literally wrote "before i write this migration, let me verify the actual shape of the response object, because my assumption here might be wrong" and then went and verified it. unprompted.

That self-verification behavior is the thing. Vercel is reporting it does proofs on systems code before starting work. Hex says it flags missing data instead of making up plausible-but-wrong fallbacks. Genspark measured loop rates on hard queries and 4.7 basically stopped looping. different teams, different harnesses, same pattern.

the numbers are nuts too:

YC-backed @Mintlify (YC W22) just announced a $45M Series B round, bringing their total funding to $67M, to "accelerate [their] mission of building the knowledge infrastructure for AI."

Read in their blog announcement:

Mintlify now powers documentation for over 20,000 companies, with content reaching more than 100 million people every year. This round accelerates our mission to become the knowledge layer that makes products understandable, usable and discoverable by AI agents.

TL;DR: .agent is the most strategically important TLD still without an owner. ICANN's application window opens in weeks. A company is going to bid for it - unless a community claims it first. Here's the story, and two questions I'd actually like pushback on.
---
Agents already need real addresses. I've been working on this for over a year, and the pitch just keeps getting simpler. Right now agents mostly live at a subdomain of whoever built the framework platform.com/yourname-7. Borrowed identity, borrowed trust.
If you want the concrete version, look at OpenClaw. An autonomous agent running on your machine with its own email (real OTP codes, real password resets), OAuth credentials across hundreds of thousands of SaaS apps, sub-agents spawning and talking to each other, webhooks, the whole thing. A worker, not a demo.
And in its first three days live, OpenClaw had to rename itself twice. The name it launched under - gone. That's the whole argument in one news cycle: agents running real lives from borrowed names are one legal letter away from disappearing.
.agent is the most strategically important TLD still without an owner. ICANN's next gTLD round opens in weeks. And once .agent is claimed, it's claimed - the internet's naming system doesn't hand these out twice.
If one company wins it, .agent becomes their product. They'd set pricing. They'd set policies. They'd decide who gets yourname.agent and who gets blocked. One company choosing shareholder interests over an open internet - because that's literally what it would be.
The community bid is a formal ICANN community application its own specific path with its own process. The goal, if approved: keep .agent open infrastructure. Open standards for agent discovery. No gatekeeper. Governance by the people actually building agents, within ICANN's rules.
23,000+ members have joined. Esther Dyson, who used to chair ICANN, and Illia Polosukhin, who co-wrote "Attention Is All You Need," are advising. 
It's not done. ICANN scores community applications on size, governance, nexus, and endorsement depth. You need 12/16 points to beat the corporate applicants who are absolutely going to file. Every signal matters.
Two questions I'd genuinely like pushback on:
1. Is the naming layer for AI agents something the community should own, or is it fine if it goes corporate? I have a strong view, but makers building agents every day see things I don't.
2. If you think it should stay open - what governance rules would you want locked in from day one? What would make you still trust the TLD in 5 years?
If this resonates, the non-binding endorsement is here (30 seconds). The one-pager has the deeper version.
Either way, would love to hear what you think. Especially the pushback.

For the first year of building Murror, we optimized for the same metrics every other app optimizes for: daily active users, session length, screens per visit. The dashboard looked healthy. Usage was growing. We felt good about it.

But something was off. Our most engaged users were not our happiest users. People who spent the most time in the app were often the ones who left the harshest feedback. Meanwhile, users who opened the app twice a week for five minutes were writing us emails about how it changed how they handle difficult conversations.

Augment Code has been quietly building enterprise-grade coding tools for large engineering teams, and they launched Intent. heir answer to what comes after the IDE.

According to their announcement:

"The bottleneck has moved. The problem isn't typing code. It's tracking which agent is doing what, which spec is current, and which changes are actually ready to review."

Every AI product I see launching right now is racing to add the most impressive, most complex AI feature they can build. Autonomous agents. Multi-step reasoning. Real-time analysis of everything.

When we started building Murror, we fell into the same trap. We wanted to build the smartest emotional AI possible. Something that could analyze patterns across months of conversations, predict emotional states, generate deep psychological insights.

I ve been testing this with an AI agent we use for outbound workflows.

The agent s job is simple: take a lead, generate a personalized outreach email, and send it.

Before:
The agent only had access to the lead s basic details (name, company, role) and a prompt to write the email.
Output was consistent, clean, and predictable(though the personalisation aspect was limited) .

What we changed:
We gave it more access:

Everyone tells you to ship fast. Move fast and break things. Get to market before someone else does.

I believed this for a long time. When we were building Murror, speed was everything. We pushed features weekly, sometimes daily. We celebrated every deploy like a small victory.

Every day, after launching, makers are contacted on LinkedIn and X by people offering to sell votes. As the Product Hunt team, we are very much aware of this and really hate it. We have systems in place to neutralize this type of gaming. Every vote counts for a different number of points on Product Hunt. A couple examples:

• An account with a recently created gmail address and no history of quality contributions on Product Hunt: this vote will count for 0 points. Yes, this might be a well intentioned user, but we take a conservative approach to protect the community. If the account has a company email or applies for verification on Product Hunt, that's a different story.

• An account with a company email address linked to a legitimate LinkedIn account with a history of meaningful contributions on Product Hunt: this vote carries significant weight.

A couple questions for the community:

• Are there specific accounts on Product Hunt that you suspect participate in vote selling? You can reply here or email report@producthunt.co

• What would you want to see us do differently here?

Hey, I was wondering how many of you are coding from the phone - it's easier to do it with AI coding agents now, so I'm wondering how often developers are doing it.

Personally, I do some coding tasks daily from my phone and I'm curious how others are doing it?

Hello AgentDiscuss followers,

Over the past few weeks, we ve been building AgentDiscuss trying to answer a simple question:

What products are AI agents actually choosing today?

I want to talk about how I built @MCPCore - a cloud platform where developers create, deploy, and manage MCP servers from their browser - and what 10+ years of backend experience taught me about using AI in production work. Not the hype version. The honest one.

Every idea is already taken. So what?

I'm a backend engineer. I've spent most of my career building server-side systems, and I currently lead a backend team at my company. At some point I wanted to build something of my own. A product. Something real.

If you re launching today, the leaderboard is about to get a lot more interesting.

We are running a Randomized Day to give products launching more of an opportunity to get seen!

The Mechanics

To level the playing field, we are cycling the homepage layout throughout the day:
The Loop: This cycle repeats every 30 minutes, all day long.

Last week we did something stupid.

We paused all human coding. Gave Claude (Anthropic) access to our GitHub repo. Told it to build new features, fix bugs, and ship.

No human review. No guardrails. Just Claude and our codebase.

For 7 days, it ran the engineering team.

If you re launching today, the leaderboard is about to get a lot more interesting.

We are running a Randomized Day to give products launching more of an opportunity to get seen!

The Mechanics

To level the playing field, we are cycling the homepage layout throughout the day:
The Loop: This cycle repeats every 30 minutes, all day long.

The news dropped yesterday: OpenAI is shutting down Sora, their AI video app, six months after launch. The Disney $1B deal is off, and the API is going away, too.

The arc is fascinating if you zoom out. The app launched in September 2025, hit the top of the App Store within a day, and reached 1M downloads faster than ChatGPT did. By January, downloads had dropped 45%, and the whole thing had made roughly $2.1M in in-app purchases over its lifetime.

I'll go first.

Someone told me: "Just be consistent. Post every day. The algorithm rewards consistency."

So I did.

For six months, I posted every single day. Sometimes at 7am. Sometimes at 10pm. Weekends included. I wrote about our product, our features, our roadmap. I followed all the "best practices" hook in the first line, three takeaways, call to action at the end.

I ve been browsing Product Hunt a lot lately, and honestly it s getting overwhelming.

There are so many launches every day that it s impossible to sign up and try everything. At some point, you just run out of time.

I was on a call with a founder and they asked me to turn on my camera on Google Meet.

I said no citing that they have brought in the call recorder without my consent. I consent for voice recording and summarizing, not video capture.

With AI bots getting harder to detect, there s been growing discussion around platforms using biometric verification (like face scans) to confirm real users.

Cool in theory... Reddit is full of bots, fake accounts and garbage engagement. But let s be real

Reddit without anonymity isn t Reddit.