Every context source

Each with its own data site and agent, refreshed on its own schedule

Sources50Domains11

50 sources · 11 domains

50 sources

Acquisitions

acquisitions.fru.devMarkets

Who is buying whom in data and AI, every deal as it is announced.

Companies

companies.fru.devMarkets

One list of data, AI and tech companies, with every fru.dev site that covers them.

Models

models.fru.devAI & Tech

Every AI model: who leads the benchmarks, plus context, modalities, weights, pricing, hosting and release history.

Compliance

compliance.fru.devSecurity

Which vendors hold SOC 2, ISO, HIPAA and FedRAMP, with the evidence for each.

Free

free.fru.devInfrastructure

Free tiers, trials and credits across data, AI and cloud, checked every week.

OpenPerks

openperks.fru.devInfrastructure

Every perk open source projects and maintainers can apply for: credits, free plans, seats, grants and paid mentorships, with amounts, windows and next dates.

Quadrant

quadrant.fru.devMarkets

Which vendors sit in which tier of every analyst evaluation: Gartner Magic Quadrant, The Forrester Wave, IDC MarketScape and nine more, each placement from a public source.

Regions

regions.fru.devInfrastructure

Every cloud and data platform region on one map, and which AI models run where.

Pricing

pricing.fru.devAI & Tech

What every AI model costs per token, across providers and gateways, and how prices change.

Startups

startups.fru.devMarkets

Startups from YC, 500 Global, Antler, a16z speedrun and five more programs, by program and batch.

Incidents

incidents.fru.devIncidents

Outages, breaches and postmortems at the big tech, data and AI vendors, day by day.

Uptime

uptime.fru.devIncidents

What cloud, data and AI vendors promise for uptime, and how they actually did.

Blogs

blogs.fru.devLearning

The engineering and research blogs of data and AI companies, and every new post.

Training

training.fru.devLearning

Official data and AI training from the vendors, free courses marked, and the certification each prepares for.

Calendar

calendar.fru.devEvents

Everything on the calendar: holidays and holy days in every faith, the sky, sports, elections and history, past and ahead.

Titles

titles.fru.devCareers

Job title trends in data, AI and tech, from every Who is hiring thread and company job board.

Certifications

certifications.fru.devLearning

Data, AI and cloud certification exams: price, format, validity and every change.

CFP

cfp.fru.devEvents

Open calls for speakers at data, AI and developer conferences, sorted by deadline.

Papers

papers.fru.devAI & Tech

The research papers from the AI labs that matter, with a plain-language line on each.

Quotes

quotes.fru.devLeadership

What data and AI leaders said on the record, word for word, with the primary source.

Predictions

predictions.fru.devSignals

Public predictions about AI and tech, who made them, when they come due, and whether they came true.

Newsletters

newsletters.fru.devLearning

The data, AI and tech newsletters worth reading, how often they publish, and every new issue.

Marketplaces

marketplaces.fru.devInfrastructure

Which data and AI vendors sell through which cloud and data marketplaces, and on what terms.

Sunsets

sunsets.fru.devIncidents

Every scheduled retirement of AI models, APIs and cloud versions, with the replacement and the source.

Emerging

emerging.fru.devAI & Tech

Frontier tech by field: quantum, fusion, 6G, photonics, synthetic biology, robotics, who works on it and how fast it moves.

Breaches

breaches.fru.devSecurity

Every public data breach, newest first: who, when, what data and how many records, from official notices and filings.

Problems

problems.fru.devSignals

The problems people in data, tech and AI post about daily, clustered from forums, issues and reviews: rising, lasting or new.

Compute

compute.fru.devInfrastructure

What a GPU-hour costs: H100, H200, B200, MI300X and TPU prices per hour across the clouds and neoclouds, by region.

Datacenters

datacenters.fru.devInfrastructure

AI data center builds, sorted by megawatts: who is building what and where, and every change, dated and sourced.

Standards

standards.fru.devAI & Tech

Which cloud, data and AI vendors support MCP, A2A, OpenTelemetry, Iceberg, Delta and Arrow, each with its evidence.

Repos

repos.fru.devAI & Tech

Open-source data and AI projects with their license and every relicensing, fork, foundation and backing company.

Advisories

advisories.fru.devSecurity

Security advisories and CVEs for the AI and data stack: severity, affected and fixed versions, newest first.

Salaries

salaries.fru.devCareers

What data, AI and engineering roles pay: posted pay ranges from open jobs, plus H-1B wages filed with the Department of Labor.

Labs

labs.fru.devAI & Tech

AI, data and research labs worldwide: who they are, who leads them and what they are known for, with sources.

Socials

socials.fru.devMarkets

The official social accounts of tech companies, each link verified against the company's own website.

Awards

awards.fru.devLeadership

Industry awards and lists in data, AI and tech, and every company and person that won them.

Leaders

leaders.fru.devLeadership

Who runs data and AI where, and every leadership move as it is announced.

Stories

stories.fru.devMarkets

Who uses what: public stories of how companies use data and AI vendors, with renewals and losses.

Partnerships

partnerships.fru.devMarkets

Partnerships between tech companies, mapped as a network that grows over time.

Keynotes

keynotes.fru.devEvents

Keynotes from the big tech events, with takeaways that jump to the moment in the video.

Trending

trending.fru.devSignals

What is trending in data, tech and AI each day, and how each term rises and fades.

Funding

funding.fru.devMarkets

Who raised money in data and AI, how much, and who led the round.

Events

events.fru.devEvents

Tech, data and AI conferences by company, place and month.

Releases

releases.fru.devAI & Tech

New features shipped by data and AI companies, as they land.

Earnings

earnings.fru.devMarkets

Fiscal calendars and earnings dates of public tech companies.

Paydays

paydays.fru.devCareers

Pay schedule calendars, federal pay periods and state payday laws.

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About this data

Public data, not advice

Gathered by agents from public sources, so an entry can be late or wrong. Not investment, legal or career advice: check the linked source before you act on it.

Where it comes from

Public data on Data, AI and Tech, for the professionals who work in them. Each source is built only from public sources (company pages, filings, court dockets, official feeds) by its own agent, on the schedule its card shows; refresh times come from each source's own /api/health. The collection grows as new sources launch. Not investment, legal or career advice. Anonymous usage stats via Google Analytics.

The briefing also reads the headlines of 70 publications, newsletters and research outlets (TechCrunch, The Information, Hacker News, OpenAI, arXiv and more) through their public feeds, and links to the originals. It never copies an article.

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Some of the APIs and services these sources read are supported by the companies that run them, through community programs. That keeps Ibis free to read and free for agents to call, and spreads the work over more than one provider, so a single quota or outage does not stop every source. Support never decides what a source covers or how it ranks anything.

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Limitation of liability

Ibis and its sources are provided as is, without warranties of any kind. An entry can be late, incomplete or wrong, so check the linked original before you rely on it. fru.dev is not liable for any loss or damage that comes from using this site, its sources or their data, including decisions made on them.

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