Tag

#ai-engineering

Posts tagged with ai-engineering

4 posts

A teardown of Stampli's AI-assisted product launch claim, examining what the 68% launch-hour reduction measures and the conditions that made it possible.

Use Cases • Aug 21, 2026 •10 min read

AI-Assisted Product Launch Teardown of Stampli's 68% Claim

A builder's teardown of Stampli's 68% launch hour cut with Codex and ChatGPT, and the AI-assisted product launch workflow your team can copy.

#codex #chatgpt +4

LLM context window management keeps a growing agent conversation within the limited space a model can actually read and reason over.

Guides • Aug 18, 2026 •11 min read

LLM Context Window Management With a Token Budget

Learn LLM context window management with a token budget ledger, a stepwise compression ladder, and the prompt cache trap that punishes trimming.

#context-windows #token-budget +4

LLM-native recommendation architecture using generative language models to replace hand-crafted feature pipelines in production recommendation systems.

Use Cases • Jul 31, 2026 •13 min read

LLM-Native Recommendation Architecture After Netflix GenRec

Netflix's GenRec replaces thousands of hand-crafted ML features with an LLM-native recommendation architecture. Explore the engineering trade-offs for builders.

#llm-architecture #recommendation-systems +4

Illustration of a server network designed to orchestrate open source LLMs efficiently.

Engineering • Jul 16, 2026 •12 min read

Orchestrate Open Source LLMs vs Frontier Models

Should you orchestrate open source LLMs or call a single frontier model? We break down Sakana Fugu's claims and the real cost and latency tradeoffs.

#ai-engineering #llm-orchestration +3