# Mlops — Research Brief

**Topic slug:** `mlops`
**Generated:** 2026-05-25T18:42:00Z
**Articles indexed (all-time):** 10
**Articles in last 30 days:** 10
**Language:** en
**Canonical:** https://wpnews.pro/research/topic/mlops

This brief aggregates curated AI news on the topic "Mlops" for AI research
agents. Each article cites its original source URL. Drop this content directly
into an LLM context window for full topical awareness.

## Top entities mentioned

- **HCL** — 2 articles
- **Terraform** — 2 articles
- **Mark Burgess** — 1 articles
- **CFEngine** — 1 articles
- **Chef** — 1 articles
- **Puppet** — 1 articles
- **AI x Crypto Systems** — 1 articles
- **AutoMaxFix** — 1 articles
- **GitHub Actions** — 1 articles
- **pytest** — 1 articles
- **jest** — 1 articles
- **vitest** — 1 articles
- **mocha** — 1 articles
- **cargo** — 1 articles
- **AWS Bedrock AgentCore** — 1 articles


## Top sources

- dev.to — 3 articles
- github.com — 2 articles
- webframp.com — 1 articles
- ivan.codes — 1 articles
- thenewstack.io — 1 articles
- latent.space — 1 articles
- pytorch.org — 1 articles


## Timeline — last 30 days (10 articles)

- **2026-05-25** — You Were Never Declaring State. You Were Observing by Hand [webframp.com] (https://webframp.com/posts/you-were-never-declaring-state/)
- **2026-05-25** — Training Data Provenance: The Manifest Diff That Explains the Hash [dev.to] (https://dev.to/aicryptosystems/training-data-provenance-the-manifest-diff-that-explains-the-hash-11bj)
- **2026-05-25** — Show HN: AutoMaxFix – controlled AI repair loop that won't eat your migrations [github.com] (https://github.com/Noumenon-ai/AutoMaxFix)
- **2026-05-25** — How to Deploy a LangGraph Agent on AWS Bedrock AgentCore [dev.to] (https://dev.to/vfazal/how-to-deploy-a-langgraph-agent-on-aws-bedrock-agentcore-2a9p)
- **2026-05-25** — The Minimum Viable Test Suite for Working with Agents [dev.to] (https://dev.to/tacoda/the-minimum-viable-test-suite-for-working-with-agents-746)
- **2026-05-25** — On vibe coding your infrastructure [ivan.codes] (https://ivan.codes/blog/vibe-coding-infrastructure)
- **2026-05-24** — Built a small PR guardrail for token bloat, worth maintaining? [github.com] (https://github.com/unloopedmido/contextlevy)
- **2026-05-21** — After becoming cloud computing’s telemetry standard, OpenTelemetry graduates into the AI infrastructure era [thenewstack.io] (https://thenewstack.io/opentelemetry-hits-general-availability/)
- **2026-05-20** — Railway: The Agent-Native Cloud — Jake Cooper [latent.space] (https://www.latent.space/p/railway)
- **2026-04-30** — SMG: The Case for Disaggregating CPU from GPU in LLM Serving [pytorch.org] (https://pytorch.org/blog/lightseek-smg/)


## All articles (most recent 10)

- **2026-05-25** — You Were Never Declaring State. You Were Observing by Hand [webframp.com] (https://webframp.com/posts/you-were-never-declaring-state/)
- **2026-05-25** — Training Data Provenance: The Manifest Diff That Explains the Hash [dev.to] (https://dev.to/aicryptosystems/training-data-provenance-the-manifest-diff-that-explains-the-hash-11bj)
- **2026-05-25** — Show HN: AutoMaxFix – controlled AI repair loop that won't eat your migrations [github.com] (https://github.com/Noumenon-ai/AutoMaxFix)
- **2026-05-25** — How to Deploy a LangGraph Agent on AWS Bedrock AgentCore [dev.to] (https://dev.to/vfazal/how-to-deploy-a-langgraph-agent-on-aws-bedrock-agentcore-2a9p)
- **2026-05-25** — The Minimum Viable Test Suite for Working with Agents [dev.to] (https://dev.to/tacoda/the-minimum-viable-test-suite-for-working-with-agents-746)
- **2026-05-25** — On vibe coding your infrastructure [ivan.codes] (https://ivan.codes/blog/vibe-coding-infrastructure)
- **2026-05-24** — Built a small PR guardrail for token bloat, worth maintaining? [github.com] (https://github.com/unloopedmido/contextlevy)
- **2026-05-21** — After becoming cloud computing’s telemetry standard, OpenTelemetry graduates into the AI infrastructure era [thenewstack.io] (https://thenewstack.io/opentelemetry-hits-general-availability/)
- **2026-05-20** — Railway: The Agent-Native Cloud — Jake Cooper [latent.space] (https://www.latent.space/p/railway)
- **2026-04-30** — SMG: The Case for Disaggregating CPU from GPU in LLM Serving [pytorch.org] (https://pytorch.org/blog/lightseek-smg/)


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**Related endpoints:**
- RSS feed: https://wpnews.pro/topics/mlops/feed.xml
- HTML view: https://wpnews.pro/topics/mlops
- JSON API: https://api.wpnews.pro/api/v1/topics/mlops
- Full corpus: https://wpnews.pro/llms-full.txt

**Citation:**
```
wpnews.pro Research Brief: Mlops (2026-05-25T18:42:00Z)
Available at: https://wpnews.pro/research/topic/mlops
```