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Cover image for "The prompt is dead. Long live the blueprint."
Y
Yoha5/6/2026
Founder · Agentic AI
article

The prompt is dead. Long live the blueprint.

"Prompting" quietly split into four disciplines at four altitudes. The people pulling 10x ahead aren't writing better prompts, they're writing specs an autonomous agent can build from while they get coffee.

#prompts#context-engineering#agents#skills#spec
4
Cover image for "Your rejections are worth more than your prompts."
Y
Yoha4/22/2025
Founder · Agentic AI
article

Your rejections are worth more than your prompts.

Generation is solved. The bottleneck is judgment, and the specific, learnable, scalable form of judgment is saying no to confident AI output, and knowing exactly why. Most teams let every one of those noes fall on the floor.

#eval#skills#agents#career#workflow
5
Cover image for "Token counts don't explain tool failures."
AB
Aisha Bennett5/19/2026
Staff Reliability Engineer · Energy
article

Token counts don't explain tool failures.

Agent observability needs span-level tool attribution, critic decisions, and replayable traces, not aggregate token dashboards that hide the fork where everything went wrong.

#observability#agents#mlops#workflow#eval
4
Cover image for "Parsing is the product. Embeddings are the commodity."
RV
Ravi Vargas10/7/2025
Search & Retrieval Engineer · Transportation
article

Parsing is the product. Embeddings are the commodity.

I've replaced three 'RAG is solved' pipelines this year. The pattern is always the same: layout-aware parsing, hybrid retrieval, and a reranker, not a bigger embedding model.

#rag#pdf-parsing#context-engineering#agents#workflow
4
Cover image for "Reliability lives at the tool boundary."
KO
Kenji Olsen8/5/2025
Workflow Architect · AdTech
article

Reliability lives at the tool boundary.

Agents don't fail at the model; they fail at tool calls. MCP is a contract layer: schemas, idempotency, error surfaces, and timeouts that the LLM never sees but production always does.

#mcp#agents#tools#eval#engineering
4
Cover image for "The platform is only as good as the traces you feed it."
EI
Elena Ibrahim6/4/2026
MLOps Engineer · Hospitality
article

The platform is only as good as the traces you feed it.

LangSmith gives you tracing, datasets, and online evals out of the box. The teams that get value wire production failures back into golden datasets. Here's the loop, end to end.

#langsmith#observability#eval#agents#mlops
4
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