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

Derniers posts

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 →

Face aux comptes de taille comparable

4 posts des 90 derniers jours, à côté de la tranche de under 10K abonnés. touche moins de monde que ses pairs, mais les engage bien davantage.

Vues médianes22ce compte2 488médiane pour under 10K

Portée, %0.38%ce compte163.70%médiane pour under 10K

Engagement, %9.82%ce compte1.42%médiane pour under 10K

Indicateur	Ce compte	Médiane pour under 10K	Rapport
Vues médianes par post	22	2 488	0.01×
Portée (vues ÷ abonnés)	0.38%	163.70%	0.00×
Taux d'engagement	9.82%	1.42%	6.92×

Autres comptes de cette tranche → Comparer avec un autre compte → Comment ces repères sont établis →

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 1.42%.

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.

Derniers posts

Face aux comptes de taille comparable

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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