Matt Mazur ✓

@mhmazur

Model testing & analysis lead @ARCPrize. Founder https://t.co/b4R1fyjaLn & https://t.co/7Vt8cKVIo1. Ex data lead @HelpScout, engineer @Automattic, captain @USAirForce.

5 745Followers

7 502Following

17 111Posts total

813Views on collected posts

Ultimi post

Matt Mazur ✓@mhmazur8 Sep

@mhmazur Can the coding agent edit the deploy gate or write the verdict file? Before widening scope, I'd put those under a separate identity. A second model can review the change.. But it shouldn't share the writer's authority to approve it. 11 views · 1 likes · 0 reposts · 1 replies Open on X →

Matt Mazur ✓@mhmazur8 Sep

@mhmazur The ambiguous security verdict is the part I'd copy. A reviewer returning neither clean nor findings must be a hard stop; otherwise uncertainty quietly becomes approval. The separate SEO/code ledgers also seem more important than the PR count. 16 views · 1 likes · 0 reposts · 1 replies Open on X →

Matt Mazur ✓@mhmazur8 Sep

@mhmazur the 92 marketing page changes r the ones I'd measure hardest. I run my organic side from inside claude too - built an MCP for scout7 so it drafts, posts n checks whether chatgpt actually names us. mine ranked fine on google n got named 0 times. its early n not open yet 28 views · 1 likes · 0 reposts · 1 replies Open on X →

Matt Mazur ✓@mhmazur8 Sep

Week 2 recap of letting Claude autonomously ship to my SaaS: Claude implemented and deployed 583 PRs this week: 196 tests, 174 support doc edits, 121 code changes, and 92 marketing page changes. Most of these are small on purpose (a related links list for a support article, a ht

758 views · 8 likes · 0 reposts · 10 replies Open on X →

Rispetto ad account della stessa dimensione

4 post degli ultimi 90 giorni, accanto alla fascia di under 10K follower. raggiunge meno persone dei pari, ma le coinvolge molto di più.

Visualizzazioni mediane22questo account2 498mediana per under 10K

Copertura, %0.38%questo account164.08%mediana per under 10K

Interazione, %9.82%questo account1.43%mediana per under 10K

Metrica	Questo account	Mediana per under 10K	Rapporto
Visualizzazioni mediane per post	22	2 498	0.01×
Copertura (visualizzazioni ÷ follower)	0.38%	164.08%	0.00×
Tasso di interazione	9.82%	1.43%	6.87×

Altri account di questa fascia → Confronta con un altro account → Come sono costruiti questi parametri →

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

7588 Sep

Last 4 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

2.51%8 Sep

7.14%

12.50%

18.18%

Reactions — likes, reposts, replies and quotes — divided by views. Median for under 10K accounts is 1.43%.

What the audience does

Likes44.0%11 in total

Replies52.0%13 in total

Quotes4.0%1 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.

Ultimi post

Rispetto ad account della stessa dimensione

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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