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Hey everyone :)

We've been experimenting with AVP, the tool I launched recently... kind of a GitHub for coding agents.

Hey makers

Last week mailX went live inside ChatGPT. This week it's Claude's turn: mailX is now in the Claude directory as a connector.

Same idea. You ask Claude "why are my emails going to spam?" with your domain, and instead of a generic checklist, Claude runs a real check through mailX:

• SPF, DKIM, DMARC and blacklists, with the exact records found

• your DKIM selector, found for you (most people don't know theirs)

• the fixes, in priority order

• SPF and DMARC records ready to paste

Be honest, even just for a second

Do you ever think that AI might eventually take over the world?

Hi Hunters,

Vladimir here, co-founder of Intrascope. Today is our third launch on Product Hunt, and 2.0 is the biggest update we have shipped so far.

The problem we keep hearing from companies: every team uses a different AI tool, nobody knows what it costs, and company context gets pasted into chats again and again.

Intrascope gives the whole team one workspace with 120+ models (OpenAI, Anthropic, Google, Mistral, xAI and more), while admins keep control over access, budgets and usage.

Hi everyone, Roy here, one of Radar's makers.

We first launched here in May, and since then Radar has been installed more than 25,000 times. Today we're back with AI investigations: click Investigate on a failing Kubernetes workload and the agent you already use (Claude Code, Codex, Cursor or OpenCode) digs in, read-only, and comes back with its findings and the evidence behind them. Our upgraded MCP server gives any agent the same view of your cluster.

Imagine two buyers asking ChatGPT the same question about the best CRM software.

One manages a startup with five employees and needs affordable software with a simple setup. The other works at a large enterprise that needs advanced reporting, security controls, and integrations with existing systems.

When you call customers, the first thing you often hear is a call screener, voicemail, an automated menu, or a "number switched off" message. In our own test of about 2,700 real calls, that was nearly 18%.

An agent who doesn't notice starts talking to a machine, wasting money and sounding silly.

Now it recognises what it is talking to and reacts:

- Call screener: introduces itself, then waits for the person.

Thanks to everyone who looked at AC Bridge on launch day. There is now a 66-second film showing what it does: https://youtu.be/amOOikdoy7Y

AC Bridge turns the smart lights you already own into status lights for Claude Code and Codex. The trial is 7 days with no card needed, then 2.99 a month.

Which agent state would you map to a light first?

I ve spent five years on the sales side of B2B, so I know how outbound works when there s a team, a brand and a budget behind it. What I don t know is how it works when it s just a founder with a half-finished product and no name yet.

The advice I keep running into is do things that don t scale and talk to every user. That s fine, but it doesn t tell me what people actually did on a Tuesday morning.

For those of you who ve landed your first customers:

-Where did the first 3 to 5 come from? A cold email, a DM, a community like this one, someone you already knew?

hey PH Ola here, Specsight is launching today

we re all building faster than ever. a prompt, a few minutes, and a feature is live. it feels amazing!

Our callers mix Hindi and English in the same breath: "haan toh mein bol raha tha, why are you calling me?" We assumed language handling was a detection problem. It turned out to be about six separate problems, and we found them one at a time, in production.

1. Detecting a language switch without flip-flopping
A caller says one English word and the bot jumps languages. We settled on a heuristic switch with guardrails you can configure per agent:

• a minimum number of words per turn (default 3)

• the same language for consecutive turns (default 2)

• a dominant-language threshold (0.6) from a fastText classifier

• a reset of the counter on mismatch, so one stray turn doesn't count

• "meta" references ignored, for example someone saying "English" while speaking Hindi

2. Callers who just tell you what they want
"Let's speak in English" shouldn't need two confirming turns. We added explicit request detection, in English and Hindi (e.g. " "). It bypasses the heuristics and switches immediately.

A voice agent that makes up answers is worst feeling you can give to the callers. Callers ask about prices, policies and product details, and a wrong answer costs trust. With our Knowledge Base feature, you upload your files, paste text or point it at your website. During a call, the agent looks up the answer in your material and uses it. This works with long, multi-page documents. Lets you to add or update content without rewriting the agent and you can switch it off for agents that do not need lookups.

A short pause can happen while it looks something up. The answer is worth the wait.

What is the one document you would upload first?

We already are getting a overwhelming response in ourr website and product and people are loving it, try it out first hand
https://platform.vaani.dev/
Grab your free credits, and this thread and our socials are open for feedback and comments, Thank you so much!

We just published our September cloud pricing update, with a simulation to put the numbers in context.

The 33 list prices we track across AWS, GCP, Azure, OCI and DigitalOcean didn t change. We made two small corrections to our records, but found no provider price changes.

Then we modeled a load balancer, two app servers and a MySQL database in Cloud World Model, increasing traffic from 100 to 300 requests per second.

AI agents are getting pretty good at finding information, summarizing documents, and answering questions. But what about letting them change the information itself?

Imagine an AI agent finds outdated onboarding instructions in your company's wiki. Should it be allowed to fix them immediately? Suggest an edit for someone to review? Or simply flag the problem and leave everything to a human?

We've been thinking about this while developing the XWiki MCP Server.

Our approach is to respect existing user permissions and keep write operations disabled by default. Administrators can enable them when needed.

Here's how webhooks work in Vaani (no code needed)

A webhook is just Vaani sending your app a message when something happens on a call.

You pick the events you care about: call_started, call_ringing, user_picked_up_at, call_rejected, call_no_answer, call_failed, call_ended.

You give us a URL. When a call ends, we send it a message, and you can drop the result in a Google Sheet, ping Slack or update your CRM.

hey PH Ola here, Specsight is launching today

AI made building software so much faster. but there s a problem nobody talks about: shipping faster is now costing companies money

I run a daily checklist for my social accounts, and this week I pulled the numbers to find out why Reddit had gone flat. Comment karma sits at 125. My last post there was 20 September, 47 days ago.

The strange part is that I already knew posts were the lever. My best post drew 62 comments. My best comment ever scored 8. On 20 September I wrote that into a plan: post 2 to 3 times a week. On 17 October a second review said it again: one post this week.

For me, I finish the tasks I didn t complete during the week, then try to get ahead on a few things.

And I always finish my weekend by preparing my tasks for the next week.

I know some founders completely disconnect on weekends, but I ve never really managed to do that

What about you? Do you work on weekends or completely switch off?

Sometimes it's not the windows: after a wake the monitor is at the wrong scaled resolution, back at 60 Hz, or a portrait screen has turned landscape again. That happens because the monitor disconnects during sleep and macOS has to recognise it again, which goes wrong with identical monitors and some docks. The write-up has a Terminal command to see the resolution and refresh rate macOS is actually using, and the fixes that work without an app.
https://manydisplays.com/mac-res...
If you have a portrait monitor or a high refresh one that keeps resetting, I'd like to hear which model.

We've been working on Dots, a macOS app that turns your Mac's notch into a customizable workspace.

One of the features we've added is drag and drop.

The idea is pretty simple. Instead of opening another app or switching windows, you can just drag files into your notch and access tools like file conversion right there.

We built Dots natively using Swift and SwiftUI because we wanted it to feel like a natural extension of macOS rather than another window sitting on your desktop.

Music Dawn 1.3 went live today. This update is about the words and chords that belong to an idea.

Every recording now has a note. Write the lyrics, the chords, the capo position or the gear you used. Put a time at the start of a line and tap it to play the take from that moment. The times also show as marks on the waveform. Search finds words in your notes, the library shows a note's first line, and notes sync between iPhone and iPad.

I believe that cloud providers should make hard spending caps the default: when you hit your limit, everything stops, rather than you getting a warning email you only see after the damage.

The reason is simple: coding agents can now ship code that burns through paid APIs while you sleep.

Hi everyone, Ashish here, founder of Atlaso.

Quick context if you haven't seen us before: Atlaso is one shared memory for your AI tools. Tell Claude Code something once, and Cursor, Codex and the other tools you connect already know it next time. It saves your decisions, preferences and lessons as you work, so you never have to type "remember this."

Get the result of every call sent straight to your tools

A call ends and then what? Someone has to copy the outcome into a spreadsheet, a CRM or a chat channel.

Custom webhooks send an update to the address you choose when something happens: a call starts, ends, is not answered, fails or is transferred.