Topic
EVALS
All blog posts, tools, and guides about Evals from Developers Digest.
6 resources - 5 posts, 1 tool
Blog Posts
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Dan Luu's Agentic Coding Notes Point to the Real Bottleneck
Dan Luu's new agentic coding essay is not another vibe check. It is a useful reminder that coding agents only compound when the test loop, review loop, and task-selection loop are stronger than the code generator.
8 min read
Image Token Compression Is a Real Agent Cost Lever
A Show HN project claims large agent-cost cuts by rendering bulky context as images. The useful lesson is not the trick itself. It is that compression needs evals, byte-safety rules, and per-request accounting.
8 min read
OpenAI Agent Builder and Evals Are Shutting Down: Move the Agent Stack Into Code
OpenAI's June deprecations put Agent Builder, hosted Evals, and reusable prompts on a November 30 shutdown path. Here is the practical migration plan: Agents SDK, repo-owned prompts, and eval receipts.
8 min read
Agentic AI Reliability Is a Systems Problem
The Bayer and Thoughtworks PRINCE case study is a useful reminder that reliable agentic AI comes from context routing, traces, evals, monitoring, and human review, not from a better prompt alone.
7 min read
Agent Evals Need Baseline Receipts
Hex's data-agent lab shows the practical eval pattern AI teams should copy: compare candidates against stable baselines, keep receipts, and judge changes by task behavior.
8 min read
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More on Evals
- - Langfuse - recommended Evals tool from the Developers Digest directory
- - Tools Directory - dive deeper across the Developers Digest knowledge base
- - All Evals articles in the blog archive
- - Developers Digest on YouTube - video tutorials covering Evals and more
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