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> ## Documentation Index
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# What I Learned from Attending 23 Developer Events in 6 Months

**[Kilo Blog](https://daily.dev/sources/kilo-ai-blog)** · 8 min read · 6 upvotes · 0 comments

## Summary

A Developer Relations professional shares observations from attending 23 developer events across 6 months in 2026, interacting with roughly 3,000 developers. Key themes include a massive AI literacy gap between power users and beginners, bottom-up AI tool adoption driven by individual developers rather than top-down procurement, a surge in side projects and indie building enabled by AI, a shift from model loyalty to model diversification, a sudden pivot from maximizing token usage to cutting AI costs (triggered by usage-based billing from Copilot and Anthropic), a resurgence of in-person meetups, and enterprise organizations finally treating AI adoption as a survival imperative rather than optional innovation theater.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://blog.kilo.ai/p/23-events>

## Questions this post answers

### Why did developers suddenly start caring more about AI costs instead of maximizing token usage?

The shift is linked to Copilot and Anthropic moving toward usage-based billing around the same time in spring 2026. Once developers could see their actual consumption costs, demand for cheaper alternatives spiked almost overnight, driving sudden interest in lesser-known models like MiniMax, GLM, and Kimi that were previously unknown in enterprise conversations.

_daily.dev helps developers weighing model costs keep tabs on pricing shifts across the AI tooling landscape._

### How is AI tooling adoption spreading inside large enterprises compared to traditional enterprise software?

Adoption is happening bottom-up rather than top-down: individual developers try a tool, trust builds, and it moves up the chain to leadership for ratification, reversing the usual pattern where a VP picks a vendor and it filters down through procurement. This is attributed to tooling evolving faster than committees can evaluate it, and taste becoming a valued individual skill.

_engineers navigating fast-moving tool choices can track community-driven adoption signals on daily.dev._

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---

Tags: [#llm](https://daily.dev/tags/llm), [#ai-coding](https://daily.dev/tags/ai-coding), [#devrel](https://daily.dev/tags/devrel)

[View this post on daily.dev](https://daily.dev/posts/what-i-learned-from-attending-23-developer-events-in-6-months-pdoimnwko)

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