๐งญ 2026 AI Engineer Roadmap: What skills actually matter now?
Focus areas:
1. Multi-agent orchestration & loop design
2. Model Context Protocol (MCP) tool integration
3. Custom evaluation harnesses & synthetic data
4. Local inference optimization
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@zcode_ai Capacity became the bottleneck. โก
When a token grant gets paused because demand exceeds expectations, you know people are actually building.
Looking forward to seeing what gets shipped with the next batch. ๐
If you're a student, Scholarly packs a surprising amount into its free tier.
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โกSmall open models dominate real-world AI deployments.
Hugging Face's Summer 2026 report reveals Qwen and Gemma leading local inference as developers prioritize sub-second latency and zero API bills over giant models.
Edge inference is quietly winning production.
#opensource
@ardent__dev Vercel for frontend DX. Cloudflare for infrastructure.
If I had to pick one for serious production workloads: Cloudflare.
Vercel is insanely good for shipping Next.js fast. But Cloudflare gives you the edge, DNS, CDN, WAF, Workers, R2, D1, and much more.
Tech guy uses both โก
@AnthropicAI Self-reported risk reports are better than silence, but theyโre still the company grading its own homework.
Appreciate the consistency on the RSP cadence. The real signal will be how much weight independent reviewers actually get on the unredacted version.
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