What the AI Index report 2026 reveals and 3 lessons from Actian's VectorAI DB launch

Inside

• Why Reddit seeding shouldn't be your long-term growth strategy.
• Why novelty is the biggest advantage in developer marketing.
• How to earn trust on Reddit instead of forcing product mentions.

Inside

• Why GTM Engineers are becoming one of the fastest-growing GTM roles.
• How LinkedIn Groups still drive developer engagement and content distribution.
• Why developers tolerate friction until a better alternative comes along.

Inside

• Anthropic's vision for GTM agents and connected AI workflows.
• Why Google's AI Search guidance is sending mixed signals.
• The launch of SubQ, a 12-million-token LLM built on sub-quadratic sparse attention.

Inside

• Which websites LLMs cite the most in 2026.
• Why Klaviyo added a Copy as Markdown feature.
• The reality of Google Ads CAC and why the first 30–45 days matter.

Inside

• How Claude Code generates complete n8n marketing workflows from a single prompt.
• The quarterly marketing reporting workflow we use at Hackmamba.
• Why marketers with strong opinions build stronger brands.

Inside

• Why Sentry allocates 70% of its growth budget to brand awareness.
• What Anthropic's research reveals about AI's impact on marketing jobs.
• How to scrape 570 YC-backed devtool companies in 15 minutes.