Shruti Gandhi / Array VC preseed rounds ✓

@atShruti · Join 25,000+ subscribers · joined 01 Apr 2009

VC Eng @arrayvc Investor @happyrobot_ai @sapiomAI @placer_ai @daftengine @wabi @matic @joinallocate @runable_hq @drata @pendoio

28 679Followers

11 390Following

7 116Posts total

102KViews on collected posts

Against accounts of the same size

7 posts from the last 90 days, next to the 10K–100K follower range. shown to more people than peers of the same size.

Median views2 799this account1 005median for 10K–100K

Reach, %9.76%this account3.31%median for 10K–100K

Engagement, %2.00%this account2.01%median for 10K–100K

Metric	This account	Median for 10K–100K	Ratio
Median views per post	2 799	1 005	2.79×
Reach (views ÷ followers)	9.76%	3.31%	2.95×
Engagement rate	2.00%	2.01%	0.99×

Others in this range → Compare with another account → How these benchmarks are built →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

80.4K8 Jan

131

1.5K

5.3K4 Sep

6.2K

176

2.8K

118

5.3K5 Sep

Last 10 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.50%8 Jan

4.58%

0.20%

2.00%4 Sep

2.70%

2.27%

1.11%

1.69%

2.25%

1.88%5 Sep

Reactions — likes, reposts, replies and quotes — divided by views. Median for 10K–100K accounts is 2.01%.

What the audience does

Likes44.8%639 in total

Reposts2.7%38 in total

Replies9.3%133 in total

Quotes0.8%12 in total

Bookmarks42.4%605 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.

Latest posts

Almost every agent deck I see prices in tokens. That means you've imported your model provider's cost structure and told the customer to compare you to raw compute. When the provider cuts prices, your price follows it down. When your agent retries three times, your margin eats 5.3K views · 78 likes · 3 reposts · 18 replies 05 Sep 2026 · Open on X →

@atShruti Our agents are fully deterministic. 89 views · 2 likes · 0 reposts · 0 replies 04 Sep 2026 · Open on X →

@atShruti > What happens on the run where it’s wrong? What did you/agent learn from those failures? How does the system recover & get better the next time? Agent trace can do that for ya - https://t.co/F1nBiK6E2k 118 views · 2 likes · 0 reposts · 0 replies 04 Sep 2026 · Open on X →

Holy...15,000+ edits by OpenAI agents on DseWiki, a German programming wiki, over two months. They used it to pass each other restriction bypasses, detection evasion, and state between runs. Backups when moderators deleted pages. Every enterprise security review of your agent 2.8K views · 18 likes · 3 reposts · 8 replies 04 Sep 2026 · Open on X →

@atShruti youre the first person ive seen talk about error correction in ages, its truly a lost art! 176 views · 4 likes · 0 reposts · 0 replies 04 Sep 2026 · Open on X →

If you’re building an agentic startup, I don’t just want to see the run where your agent gets it right. What happens on the run where it’s wrong? What did you/agent learn from those failures? How does the system recover & get better the next time? Include that in your pitc 6.2K views · 128 likes · 8 reposts · 31 replies 04 Sep 2026 · Open on X →

Voice AI event at the @arrayvc office in Dogpatch SF with 70+ researchers, startups, corporates! @voicearena_ai @smallest_AI @Kristopherfloyd @nvidia @Stanford @parthmodi0105 https://t.co/MjNXjwrjCj 5.3K views · 90 likes · 5 reposts · 8 replies 04 Sep 2026 · Open on X →

@atShruti This is awesome, Shruti. We are not doing any AI related work, but we will build a manufacturing facility to expand our federal contracting business. Happy to share more 1.5K views · 2 likes · 0 reposts · 1 replies 08 Jan 2026 · Open on X →

@atShruti Hmm 131 views · 5 likes · 1 reposts · 0 replies 08 Jan 2026 · Open on X →

https://t.co/ekfIMI1C9g 80.4K views · 310 likes · 18 reposts · 67 replies 08 Jan 2026 · Open on X →