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General

Decode and encode JSON in Haskell like an Elm developer

If you're an Elm developer writing Haskell and you like elm/json, you might like dwayne/hs-json-codec. hs-json-codec provides JSON decoders and encoders for Haskell in the style of elm/json. It's built on dwayne/hs-json-parser, a general-purpose JSON parser and printer that I also wrote. I built b

Dev.to (EN Zone)
Industry

Can AI design circuit boards yet?

Article URL: https://eebench.org/blog/can-ai-design-circuit-boards-yet/ Comments URL: https://news.ycombinator.com/item?id=49569366 Points: 57 # Comments: 39

Hacker News
Cloud

Classify the Failure Before the Agent Edits a Test

Core claim: A green run after an agent patch is not validation. It is a zero exit code from a suite the model was allowed to edit. Route every failing nodeid into one of three planes—property, fixture, or freeze—before any generator may touch a test file. Reject the patch if a case changes planes, e

DEV Community
Industry

RTO mandates are just layoffs that skip the severance check

Here's a fun idea to toy with. Remove a person from a job, yet somehow manage to convince them that it was their decision to walk away. No severance. No negative publicity. No uncomfortable company-wide meetings where the CEO cites a "challenging environment" in a letter. And many companies are inte

DEV Community
General

The Part Of Your RAG Pipeline That Decides Everything

Most teams debugging a disappointing RAG system start at the end of the pipeline. They swap the model, tune the prompt, raise top k. The answer quality barely moves, because the problem arrived long before the query did. A retrieval system can only return what it indexed. Everything downstream inhe

DEV Community
DevOps

On-demand SSH tunnels with systemd

My homelab includes a small VPS hosted on the internet; let's call it myserver.example.com. It provides me with a static IP address and it mainly runs an application that gathers data for me. For security reasons, the only open port is the SSH one (22) with the password disabled, I can only access w

DEV Community