Adoption signal · Object 360
openai (pypi)
openai (pypi): a adoption signal cited by 48 reports, first seen 2026-05-18.
As of 2026-08-18 · 48 links
Signals
The operational read — at a glance.
Each signal traces to the surface that produced it.
Analytics
This object's own intelligence.
Fused from the shipped analytics libs — Heat, demand, reflexivity, evidence independence, track record.
Graph footprint
Reports reached 48 Verticals 0 Provenance edges 48
First seen 2026-05-18 · primary vertical construction-field-trades.
Trace in the explorer →Recommended actions
What to do next.
State-derived next moves — the hooks the decision ledger wires into.
Explore construction-field-trades intelligence
This adoption signal evidences the construction-field-trades vertical — open its forward cut.
Explore construction-field-trades intelligence →Trace in the graph explorer
Inspect every linked object and its provenance method.
Trace in the graph explorer →Positions
Who's staked a decision here.
Analysts and agents record a typed stance on this object — the audit trail. The aggregate is public; the full theses are Pro.
0 pursuing 0 watching 0 passing
Take a position → No positions recorded on this object yet — be the first to stake a falsifiable claim.
What changed
What moved on this object — and around it.
A factual digest of the append-only change ledger over the last 30 days. It reports what moved — not whether it helps or hurts a thesis.
hot
16 direct changes and 471 nearby in the last 30 days — hot
Direct changes (16)
- 2026-08-17 openai (pypi): fourWeekGrowthPct 26.2 → 23.8
- 2026-08-14 openai (pypi): fourWeekGrowthPct 26.9 → 26.2
- 2026-08-13 openai (pypi): fourWeekGrowthPct 29.3 → 26.9
- 2026-08-11 openai (pypi): fourWeekGrowthPct 32.2 → 29.3
- 2026-08-10 openai (pypi): fourWeekGrowthPct 29.7 → 32.2
Nearby in the vertical
- 2026-08-18 Airworthiness Directives; Airbus SAS Airplanes: daysUntilEffective -28 → -29
- 2026-08-18 Operating Limitations at John F. Kennedy International Airport: daysUntilEffective 69 → 68
- 2026-08-18 Indefinite Suspension of the De Minimis Exemption for Mail Shipments and New Postal Informal Entry Process: daysUntilEffective -24 → -25
- 2026-08-18 Prohibition on the Use of Reputation Risk: daysUntilEffective -21 → -22
- 2026-08-18 Suitability and Fitness: daysUntilEffective -18 → -19
Connections
Everything this node links to.
Each link carries its provenance — declared in the data, classified by algorithm, or inferred by overlap.
Adopted by (48)
- 10-minute client risk reports for solo financial advisors — idea · inferred (terms building, client)
- Accessibility issue triage board for small websites — idea · inferred (vertical software-ai)
- AI changelog digest for open-source maintainers — idea · inferred (vertical software-ai; terms developer)
- AI operations signal monitor: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models — idea · inferred (vertical software-ai; terms operations)
- AI operations signal monitor: AMD acquires Taalas to boost inference performance by etching models in silicon — idea · inferred (vertical software-ai; terms operations)
- AI operations signal monitor: Born Against, or why hobby programming communities are against LLM usage — idea · inferred (vertical software-ai; terms operations)
- AI operations signal monitor: If Claude Fable stops helping you, you'll never know — idea · inferred (vertical software-ai; terms operations)
- AI operations signal monitor: MiMo Code is now released and open-source — idea · inferred (vertical software-ai; terms operations)
- AI operations signal monitor: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows — idea · inferred (vertical software-ai; terms operations)
- AI operations signal monitor: Prevent cognitive debt by manually retyping LLM-generated code — idea · inferred (vertical software-ai; terms operations)
- AI operations signal monitor: Qwen3.8-Max: A New Bar for Coding and Cowork — idea · inferred (vertical software-ai; terms operations)
- AI operations signal monitor: xAI is looking more like a datacentre REIT than a frontier lab — idea · inferred (vertical software-ai; terms operations)
- AI workflow reliability monitor for small teams — idea · inferred (vertical software-ai; terms teams)
- Change-order risk detector for landscaping contractors — idea · inferred (terms client, operations)
- Cost router that picks the cheapest capable AI model — idea · inferred (vertical software-ai; terms developer, teams)
- Data processing agreement tracker for micro SaaS teams — idea · inferred (vertical software-ai; terms teams)
- Data retention cleanup assistant for small law firms — idea · inferred (terms client, operations)
- DIY Chrome extensions — idea · inferred (vertical software-ai; terms building, developer)
- Fair-value appraisals for used GPUs and AI hardware — idea · inferred (vertical software-ai)
- Field service photo checklist for HVAC teams — idea · inferred (terms client, operations, teams)
- Human-review tracker for AI-assisted agency delivery — idea · inferred (terms client, operations)
- Incident postmortem builder for managed service providers — idea · inferred (terms client, operations)
- Mobile app that tracks badminton matches, rankings, and highlights — idea · inferred (terms official, teams)
- Near-miss detection AI for existing warehouse CCTV — idea · inferred (vertical software-ai)
- One-idea-per-email drip platform for developer onboarding — idea · inferred (vertical software-ai; terms developer)
- Open-source sponsor update generator — idea · inferred (vertical software-ai; terms developer)
- Operational SOP drift detector for franchise operators — idea · inferred (terms operations, teams)
- Operations software for hospital chaplaincy teams — idea · inferred (terms operations, software, teams)
- Per-action approval and audit for autonomous AI agents — idea · inferred (vertical software-ai; terms teams)
- Pre-built MCP connectors for franchise software stacks — idea · inferred (terms developer, software)
- Rack-by-rack deployment tracker for data center buildouts — idea · inferred (vertical software-ai; terms operations)
- Real-time safety screening for AI companion apps — idea · inferred (vertical software-ai)
- Right-sized planning checklist for 30-guest weddings — idea · inferred (vertical software-ai)
- Security and guardrail layer for MCP servers — idea · inferred (vertical software-ai; terms teams)
- Self-qualifying contact widget that enriches every lead — idea · inferred (vertical software-ai)
- Technology operations signal monitor: Choose Boring Technology (2015) — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: Cool URIs Don't Change (1998) — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: Explanation of everything you can see in htop/top on Linux (2019) — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: I admire Fabrice Bellard. He is almost certainly a better overall programmer — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: libexpat now funded by the City of Munich for up to 6 months — idea · inferred (terms operations, software)
- Technology operations signal monitor: OpenWrt One – Open Hardware Router — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: PeerTube is a free, decentralized and federated video platform — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: Show HN: Kage – Shadow any website to a single binary for offline viewing — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: StreetComplete: Fixing OpenStreetMap, one tiny quest at a time — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: The future of Flipper Zero development — idea · inferred (vertical software-ai; terms operations, software)
- Technology operations signal monitor: Twenty Years of RISC OS Open — idea · inferred (vertical software-ai; terms operations, software)
- Trade and supply-chain operations signal monitor: China sentences official to death for taking $325M in bribes — idea · inferred (terms official, operations)
- When-to-replace planner for data center equipment — idea · inferred (vertical software-ai; terms operations, teams)