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WEEKLY OBSERVATIONS · 6 PROJECTS

OpenPulse Weekly · 26 Oct–02 Nov 2026

Projects gaining momentum, selected from our own observations. Evidence first, with a closer look at the numbers behind each project.

Growth week: 2026-10-26 → 2026-11-02 UTC · Published 02 Nov 2026

Gaining momentum

Sustained growth, beyond a single-day spike.

01

react/react

JavaScript

The library for web and native user interfaces.

Observed net stars
+222
Stars at observation
252,068
Daily growth acceleration
17.1×

Recent three-interval growth averaged 107.5 net stars/day, compared with 6.3 in the preceding seven. Growth was positive in at least seven of ten intervals, with no single interval dominating the gains.

Development activity · four complete weeks2026-10-04 → 2026-11-01 UTC
43 commits · 51 merged PRs · 15 active contributors

Turn Amazon Echos (Echo Dot 3, Echo Dot 2, Echo 2) into local Home Assistant voice satellites. Keeps Amazon's mic processing and wake word engine, replaces Alexa with a small C daemon speaking ESPHome or Wyoming. Multiroom music via Music Assistant, Bluetooth speaker and proxy, no cloud.

Observed net stars
+275
Stars at observation
451
Daily growth acceleration
13.0×

Recent three-interval growth averaged 82.0 net stars/day, compared with 6.3 in the preceding seven. Growth was positive in at least seven of ten intervals, with no single interval dominating the gains.

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

Observed net stars
+1,366
Stars at observation
86,317
Daily growth acceleration
10.1×

Recent three-interval growth averaged 358.8 net stars/day, compared with 35.6 in the preceding seven. Growth was positive in at least seven of ten intervals, with no single interval dominating the gains.

Development activity · four complete weeks2026-10-04 → 2026-11-01 UTC
0 commits · 0 merged PRs · 0 active contributors

Small & active

100–5,000 stars, with complete development activity.

Project Maya - run GLM-5.3-Flash (321B MoE), DeepSeek-V4.1-Flash-1017 (748B MoE) and MiniMax-M3.1-Flash (428B MoE) privately on your own GPU(s), from one card to 16, NVIDIA or AMD, Linux or Windows. Engine, server, dashboard, OpenAI- and Anthropic-compatible API, quant tools.

Observed net stars
+514
Stars at observation
2,374

A smaller repository with positive observed weekly star growth and multiple active contributors in a complete development activity period.

Development activity · four complete weeks2026-10-04 → 2026-11-01 UTC
762 commits · 178 merged PRs · 86 active contributors

OMSI 2 recreated from scratch in Rust, compatible with every map and mod (requires the original OMSI 2)

Observed net stars
+29
Stars at observation
729

A smaller repository with positive observed weekly star growth and multiple active contributors in a complete development activity period.

Development activity · four complete weeks2026-10-04 → 2026-11-01 UTC
2,227 commits · 453 merged PRs · 81 active contributors

Presentations and slide shows: an open-source, clean-room reimplementation of Microsoft PowerPoint in pure Rust. Part of the ArtCraft Crafting Apps.

Observed net stars
+243
Stars at observation
4,494

A smaller repository with positive observed weekly star growth and multiple active contributors in a complete development activity period.

Development activity · four complete weeks2026-10-04 → 2026-11-01 UTC
1,756 commits · 685 merged PRs · 77 active contributors

How this edition was selected

Generated automatically from existing OpenPulse records. No paid placements or editorial endorsements. Coverage is limited to tracked public repositories.

Weekly growth uses eight daily boundary observations. Each is the latest sample within six hours before midnight UTC; gaps are excluded, never filled with zero. Exact observation times and net changes appear in each project’s evidence. Net star changes can include removals.

Acceleration compares the latest three daily intervals with the preceding seven, requiring at least 5 net stars/day in the baseline, 20 recently, 1.5× acceleration, and 50 net stars in the week. At least seven intervals must be positive, including the last three; no interval can supply more than 65% of positive gains.

Small & active requires 100–5,000 observed stars, positive weekly growth, at least two contributors and five commits in a complete four-week activity period ending no more than seven days before the growth week ends. Activity dates are shown separately; they are not weekly commit counts.

Projects featured in the preceding two weeks are excluded. Up to three projects per section; missing sections are omitted. Descriptions are repository-provided. Figures are frozen at publication; live profiles can change.

Rule weekly-v1 · 10,230 public repositories evaluated at publication · 4,882 with qualifying positive weekly observations. Download Markdown · RSS