Meta ограничивает расходы на токены для сотрудников

Meta ввела внутренние лимиты на использование ИИ из-за резкого роста расходов: в 2026 году только на сотрудников заложены миллиарды долларов, а общий бюджет на ИИ-инфраструктуру оценивается в 130–145 млрд. Вывод простой: даже у Big Tech ИИ перестал быть бесплатной игрушкой и требует жёсткого контроля затрат.

➡️ Читайте на сайте: https://aff.top/blog/meta-ogranichivaet-raskhody-na-tokeny-dlia-sotrudnikov

🧠 Ещё больше инсайтов → в канале AFF.top

Roll out a customer data pipeline tool the right order
The sequencing checklist for a clean CDP/Segment-style install.

1 — Instrument sources before you connect a single destination.
Why: turning on destinations first means garbage events flow downstream before you've validated them.

2 — Use the debugger to validate every event in dev before prod.
Why: the live event stream is the only proof your spec survived implementation.

3 — Connect one destination, verify it, then connect the next.
Why: fanning out to ten destinations at once makes a bad event a ten-system problem.

4 — Set up a tracking plan to block events that violate the spec.
Why: enforcement at the pipeline is the only thing that keeps schema clean at scale.

5 — Map your identify calls before your track calls.
Why: events without resolved identity are orphans your warehouse can't stitch.

That's the stack for this week. Forward to a teammate.

Claude Cowork, Claude Design объединили в один Claude

➡️ Читайте на сайте: https://aff.top/blog/claude-cowork-claude-design-obedinili-v-odin-claude

🧠 Ещё больше инсайтов → в канале AFF.top

Microsoft планирует вставлять рекламу в игры

➡️ Читайте на сайте: https://aff.top/blog/microsoft-planiruet-vstavliat-reklamu-v-igry

🧠 Ещё больше инсайтов → в канале AFF.top

Myth: You need a CDP before you can do real personalization

The advice says buy the CDP first, personalize later. The correction: most teams already have a unified-enough profile in their warehouse and just need reverse ETL to activate it.

— Hightouch on the composable CDP: why the warehouse already is your customer data layer.
— A teardown thread showing a working personalization loop with zero packaged CDP.
— Segment's own writeup on when a CDP is overkill — read it against their sales pitch.
— A spreadsheet template for auditing whether your identity resolution is actually broken or just messy.

Skip if you're stitching 12 sources with no shared key. Essential if a six-figure CDP quote is sitting in your inbox.

That's the stack for this week. Forward to a teammate.

Myth: Best-of-breed always beats the all-in-one suite

Every stack thread repeats it: pick the best point tool for each job. The correction: integration tax and data-sync drift often make a decent suite outperform a heroic 14-tool mesh.

— Gartner's integration-cost framing: the hidden line item nobody budgets for.
— A practitioner thread tallying the real engineering hours spent keeping point tools in sync.
— A MarTech piece on consolidation cycles — why teams swing back to suites every downturn.
— A decision matrix scoring suite vs. mesh by team size and data maturity.

Skip if you have a platform team to own the glue. Essential if your marketing ops is two people and a Zapier account.

That's the stack for this week. Forward to a teammate.