TILens Daily Edition
2026-08-02
Filters: topic=languages, github=hidden

Stats: 12 articles, 6 sources
Top topics: Python, Java, OCaml

## News

- tsauditor: a pre-flight check for time-series data before you trust your metrics
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/imann128/tsauditor

- awesome-artificial-intelligence
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/owainlewis/awesome-artificial-intelligence

- Lucen a Python compiler that parallelizes for-loops via comment pragmas
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/fcmv/lucen

- Reusable scenario based test framework
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/balder-dev/balder

- percentify
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/data-centt/percentify

- Building Agentic Workflows in Python with LangGraph
  Source: pythonhub-digest
  Topic: Python
  URL: https://machinelearningmastery.com/building-agentic-workflows-in-python-with-langgraph/

- Almost consensus: ABD and the edges of quorum replication
  Source: python-weekly
  Topic: Python
  URL: https://theconsensus.dev/p/2026/08/02/almost-consensus.html

## Community

- AWS CDK Infrastructure as Business Components (BCE/ECB) with the /aws-cdk Skill
  Source: adam-bien
  Topic: Java
  URL: https://adambien.blog/roller/abien/entry/aws_cdk_infrastructure_as_business_components_bce_ecb_with_the_aws_cdk_skill

- GitHub agentic workflows and Renovate
  Source: nicolas-frankel
  Topic: Java
  URL: https://blog.frankel.ch/github-agentic-workflow-renovate/

- Parsing with Menhir
  Source: ocaml-planet
  Topic: OCaml
  URL: https://funcp.org/parsing-with-menhir

- .plan-26-31: Sorting out Tessera and Evidence TAP infrastructure
  Source: ocaml-planet
  Topic: OCaml
  URL: https://anil.recoil.org/notes/2026w31

## Media

- #557: Security of everything at PyCon 2026
  Source: talk-python
  Topic: Python
  URL: https://talkpython.fm/episodes/show/557/security-of-everything-at-pycon-2026