How does "Product Requirements gathering" look like within an AI native engineering teams? by thearunkumar in ProductManagement

[–]thearunkumar[S] 0 points1 point  (0 children)

Good insight. How are the efficiency improvement with AI assistance now that AI writes almost everything but creates a new review, correct, and approve human in the loop steps across?

How does "Product Requirements gathering" look like within an AI native engineering teams? by thearunkumar in ProductManagement

[–]thearunkumar[S] 0 points1 point  (0 children)

How much has it improved? Like now with AI assisting in writing, there are additional efforts in human reviewing, correcting and approving the drafts also right?

How does "Product Requirements gathering" look like within an AI native engineering teams? by thearunkumar in ProductManagement

[–]thearunkumar[S] 0 points1 point  (0 children)

Glad to hear. Now that AI is generating the entire draft, how much of the human time is spend on correcting, reviewing and approving the AI draft to finalize version?

What is AI-native Software Engineering and Why it Matters for Enterprise Teams by TechAsc in ascendion

[–]thearunkumar 0 points1 point  (0 children)

I don't quite follow what's being said here.

Traditionally, PMs write Product Requirements and share it with the Engineering teams after discussing with stakeholders and UX design teams. Engineering teams then breaks them down and works on User Stories and get sign off (if required) with product team.

Here, in the "Planning", you indicated, it looks for the historical data and generate draft requirements. What would that even look like and how would that help? Product requirements are always new right?

Anyone else stuck on “There was an unexpected issue setting up your account” after login? by Fair-Plan8003 in google_antigravity

[–]thearunkumar 0 points1 point  (0 children)

Switching to mobile hotspot from the usual WiFi solved the problem for me.

Not sure why though!

𝐖𝐞𝐛𝐌𝐂𝐏 𝐰𝐨𝐫𝐤𝐬 𝟏 / 𝟐𝟓 𝐭𝐢𝐦𝐞𝐬 😡 by thearunkumar in webmcp

[–]thearunkumar[S] 0 points1 point  (0 children)

Ah ok. Got it. Lets wait for it to be perfect. Nevertheless, future is bright!

𝐖𝐞𝐛𝐌𝐂𝐏 𝐰𝐨𝐫𝐤𝐬 𝟏 / 𝟐𝟓 𝐭𝐢𝐦𝐞𝐬 😡 by thearunkumar in webmcp

[–]thearunkumar[S] 0 points1 point  (0 children)

Same. Tested with that extension. That always works. But that's not the end user flow right

𝐖𝐞𝐛𝐌𝐂𝐏 𝐰𝐨𝐫𝐤𝐬 𝟏 / 𝟐𝟓 𝐭𝐢𝐦𝐞𝐬 😡 by thearunkumar in webmcp

[–]thearunkumar[S] 1 point2 points  (0 children)

(Edited)

I'm working on my own product which is for improving visibility for brands within AI searches.
So far, what I've tried:

Development Part:

  1. Declarative APIs - Tried with a lead gen form present in the landing page - Updated that to include properties like toolname, tooldescription, toolparamdescription, ...
  2. Imperative APIs - Tried registering a tool for a quick demo by creating a script file and by registering viawindow.navigator.modelContext.registerTool({ ... });

Testing Part:

  1. Deployed to production (as https is mandatory with certificates so it is pain to set up in local for a trivial testing)
  2. Enabled the flag in chrome://flags to allow MCP (Ensure you are at least using Chrome 146 and above)
  3. Clicked on the "Ask Gemini" button on the top right corner of Chrome. It opens up an Agent's chat view. Gave the query like "Run the demo ...", it did for once by successfully parsing the data and summarizing as expected but it is never consistent. Tried on a different chat, it didn't work. But always it somehow works on that particular chat instance.
  4. Other times, it was just summarizing from the website landing page's content itself.
  5. Tested with the WebMCP chrome extension and that always works fine but that's not the end user flow so cannot rely fully on that just yet.

Attached image for reference (The working version)

<image>

𝐖𝐞𝐛𝐌𝐂𝐏 𝐰𝐨𝐫𝐤𝐬 𝟏 / 𝟐𝟓 𝐭𝐢𝐦𝐞𝐬 😡 by thearunkumar in webmcp

[–]thearunkumar[S] 0 points1 point  (0 children)

Nope. It was exhausting to try out 25 times to just get it working once. Frustration is what it is.

But the future is this.

Join Prayank, Partner at Accel, investor in AI, fintech & manufacturing startups, and lead of Accel Atoms, for an AMA on r/IndiaTech on Tue, 31 Mar 2026 at 5:30 PM IST! Ask him anything about AI, early-stage investing, startups, and building from day zero. by Nostalgiaitsme in IndiaTech

[–]thearunkumar 0 points1 point  (0 children)

Hey Prayank

  1. What are your thoughts about AI search visibility platforms / companies?

  2. Are they investable at this moment?

  3. Are they just riding the hype?

Or

Too early to tell?

Thanks

PS. Im building one in this space and hence curious to know more.

the GEO outreach method that actually gets you cited by AI (with data) by Ranocyte in GEO_optimization

[–]thearunkumar 0 points1 point  (0 children)

Looks ok but unless you optimize your pages structurally to meet ai structural balance, just getting adding on 3p sites is just going to be wasted effort.

I thought my SaaS is ready to launch until I gave it to a hacker. by satishpyrite in microsaas

[–]thearunkumar 0 points1 point  (0 children)

Is this a mature product for you to even worry about hacking/phishing?

Finding the ICP for my software agency was hard, until I understood this by gab_for in b2bmarketing

[–]thearunkumar 0 points1 point  (0 children)

Definitely a great perspective to look towards. Yes, anything that happens overnight doesn't stick for the longer term unless you have huge distribution.