25 Jul 2026, 21:24 UTC20 viewsread 7 August 2026 The benchmark that ranks models on "scheduling meetings" is deciding which AI runs your ad accounts.
The Kilocode real-world benchmark tests 23 tasks across the distribution of general knowledge-worker work.
Useful. Also not your distribution.
Performance agency tasks have a different profile.
A model that tops a general benchmark can fail the moment client budget is on the line.
What the real benchmark looks li…
Signed Sonny
15 Jul 2026, 21:43 UTC34 viewsread 7 August 2026 Three of us run $10M+ a month in ad spend across 20+ brands.
The staffing math says that's a 15-person shop. The gap isn't heroics - it's 147 internal systems that hold what agencies usually store in employees.
The "company brain" idea is having a moment: a business's real memory lives scattered across calls, Slack, dashboards, and people's heads, and whoever consolidates it wins.
For agencies, the future tense is…
Signed Sonny
15 Jul 2026, 14:57 UTC30 viewsread 7 August 2026 We lost a client by giving correct advice. Their landing page was the problem.
We diagnosed it. We didn't fix it.
Three months after the audit, the page was still broken.
Cold traffic still converting at 1.5%.
Client churned.
That failure changed how we build retainers.
We ship 10-25 presell pages per month inside our DFY retainer now.
New accounts go live in 3 days, because we built the delivery system before…
Signed Sonny
13 Jul 2026, 01:04 UTC35 viewsread 7 August 2026 7 domains we audit on every account before we touch a single bid.
We run client ad spend across 20+ DTC brands, and the audit is the same seven domains every time.
Written down, so any operator on the team runs it identically.
Here's what each domain checks:
• Conversion tracking: is the pixel firing on purchase, deduplicated, and reconciling to the back end
• GMC setup: feed health, item-level disapprovals, and …
Signed Sonny
2 Jul 2026, 21:48 UTC36 viewsread 7 August 2026 Smart agencies are building creator networks, not in-house content teams.
Variable cost, real distribution, no payroll carried between campaigns. The pegs sound absurd until you run the math. A Pilates studio reportedly paid one of its own members $18K a month just for footage. Operators are running distribution networks of 5,000+ creators.
Both look insane next to a salaried two-person content team, until you noti…
Signed Sonny
2 Jul 2026, 14:53 UTC28 viewsread 7 August 2026 Every agency is pitching a $25K/mo AI offer now. Almost none show what happens after the pitch deck.
The offer structure is straightforward: AI handles production, the agency provides strategic direction, the client gets volume and speed at a fraction of a traditional team's cost. Hard to argue with as a pitch.
The problem arrives in month two. The founder is still in every creative decision, every account change, …
Signed Sonny
1 Jul 2026, 21:47 UTC21 viewsread 7 August 2026 Nearly 70% of Google searches ended without a click in early 2026. Over 90% inside AI Mode.
Read that against what most SEO retainers still sell: we'll rank you for the how-to keywords. That deliverable assumes the user clicks through to your page. In a zero-click result, the answer gets assembled on the results page and your brand shows up as a citation, not a visit.
So the work changed underneath the contract. Th…
Signed Sonny
1 Jul 2026, 14:24 UTC31 viewsread 7 August 2026 The "90-person agency burnout" posts are everywhere. We tracked the math on going the other way.
The dark side of a large agency reads like a logistics problem: payroll weight that doesn't flex when a client churns, 8-hour call days across account managers and clients and internal reviews, hiring cycles that take 3 months to produce someone who needs 3 more months to contribute, churn that resets the revenue clock e…
Signed Sonny
30 Jun 2026, 21:32 UTC25 viewsread 7 August 2026 Someone spent millions of Claude Code tokens building their 10th app this year. No customers.
That post got passed around because everyone recognized the trap. AI collapsed the cost of building to almost nothing, so everyone builds. The product stopped being the scarce thing. Attention is.
Distribution was always the hard half. It just used to hide behind the months it took to ship anything, which made building fee…
Signed Sonny
30 Jun 2026, 14:18 UTC27 viewsread 7 August 2026 OpenAI showed up at Cannes Lions this week. Their CRO said they're "clearly in the advertising business now."
Same week: Meta launched Brand Memory on June 23 - an end-to-end AI creative tool that generates, targets, and optimizes ads inside Meta's own ecosystem. Award entries at Cannes are down roughly 25% after last year's AI-faked-results scandal caught up with the industry's credibility.
Three things in the sam…
Signed Sonny
29 Jun 2026, 21:05 UTC29 viewsread 7 August 2026 Ramp posted a "Vibe Growth Marketing Manager" role this week. The job title is already the review.
Vibe marketing is the idea that you describe what you want and AI ships it. Campaign, copy, creative, landing page, all from a prompt and a feeling. For the first two weeks it genuinely works. The output looks professional. The dashboard fills up.
Then day 90 arrives. The angle that felt clever has fatigued, the audie…
Signed Sonny
29 Jun 2026, 14:39 UTC33 viewsread 7 August 2026 The "I shut my agency down" post is everywhere this quarter. Most of them bury the real reason.
The execution-only layer is getting commoditized. That's the actual story. Clients are pulling work in-house using AI tools that do in 4 hours what a retainer line item used to justify across 3 weeks. The landing page development add-on, the copywriting package, the weekly reporting deck - those are the things disappearin…
Signed Sonny
Showing the 12 most recent of 20 posts we hold for @hellotegra. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.