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AI Agent Infrastructure

Managed platforms and runtimes for deploying, isolating and scaling autonomous AI agents.

Current stories

buildOne report1 publisher

Supabase buys Turso so agent databases can start as SQLite and grow into Postgres

Supabase is acquiring Turso, the Rust rewrite of SQLite built for one database per agent or task, and did not disclose a price. Teams on either product should watch whether a SQLite-style engine and a Postgres platform stay separate products.

Publishers:dev.to

Reality

Evidence35
Adoption
Not scored
Hype gap+10
Incentives40
Confidence45
buildConfirmed4 publishers

In Tensorlake's npm SDK 0.5.144, a preinstall hook steals credentials before any sandbox runs

Tensorlake's npm SDK 0.5.144 runs a credential-stealing worm from a preinstall hook at install time, Socket reported. According to Socket's analysis, any secret reachable from a workstation or build runner that installed the release may be exposed.

Perspective Coverage

4 publishers
Builder
Builder 44%
Operator
Operator 50%
Investor
Investor 6%

Reality

Evidence74
Adoption25
Hype gap+10
Incentives35
Confidence72
investOne report1 publisher

AWS pushes four agent-focused launches in 19 days, from a reworked runtime to an open-source sandbox

Amazon Web Services shipped four AI-agent infrastructure launches in 19 days, among them a managed agent service built with OpenAI. Most are previews or free code, so what customers will pay for the agent layer is still unknown.

Reality

Evidence40
Adoption
Not scored
Hype gap+15
Incentives
Not scored
Confidence45
buildConfirmed7 publishers

Supabase agrees to buy Turso to give each AI agent its own SQLite-compatible database

Supabase raised $150 million and agreed to buy Turso, whose SQLite-compatible engine gives AI agents large numbers of small, isolated databases. The deal rests on Supabase's own count of agent-created databases, and Turso's customers now build on that bet.

Publishers:mezha.net prnewswire.com pulse2.com runtimewire.com siliconangle.com supabase.com turso.tech ventureburn.com

Perspective Coverage

8 publishers
Builder
Builder 42%
Operator
Operator 26%
Investor
Investor 32%

Reality

Evidence62
Adoption45
Hype gap+30
Incentives80
Confidence64
buildOne report1 publisher

Cloudflare's Artifacts beta wires Git repository events straight into Workers for AI agents

Cloudflare put Artifacts, a Git platform for AI agents, into open beta with three primitives: repo event subscriptions, Workers bindings and region controls. The detail comes from a third-party dev.to write-up, and its latency and residency claims still need confirming in Cloudflare's documentation.

Publishers:dev.to

Reality

Evidence30
Adoption
Not scored
Hype gap+40
Incentives
Not scored
Confidence35
buildOne report1 publisher

Omnara turns its remote-coding app into an Apache 2.0 control plane for durable agents

Omnara has replaced its remote-coding app with an Apache 2.0 control plane that keeps each agent's identity and history while worker machines come and go. Teams get one more self-hostable backend for agents run as durable services, though the only usage figures so far describe the retired app.

Publishers:runtimewire.com

Reality

Evidence45
Adoption
Not scored
Hype gap+5
Incentives60
Confidence50
productConfirmed5 publishers

Restate raises $20 million to take its durable execution runtime to San Francisco

Restate, the Berlin startup built by Apache Flink's creators, raised a $20 million Series A led by Singular, lifting its total funding to $27 million. The money pays for engineers and a San Francisco commercial hub to sell software that lets AI agents resume work after a crash.

Perspective Coverage

5 publishers
Builder
Builder 32%
Operator
Operator 20%
Investor
Investor 48%

Reality

Evidence64
Adoption42
Hype gap+22
Incentives58
Confidence68
buildOne report1 publisher

Google's open-source AX checkpoints idle AI agents so dozens can share a host worker

Google open-sourced AX, an Apache 2.0 runtime on Kubernetes that checkpoints idle agents and is designed to resume them in under a second. Its savings depend on how long each agent waits on models, tools or people.

Publishers:infoq.com

Reality

Evidence40
Adoption
Not scored
Hype gap+25
Incentives
Not scored
Confidence45
investConfirmed4 publishers

Lightspeed prices Temporal at 50 times revenue in a $550 million Series E

Temporal says its annualised revenue has passed $250 million and that its cloud processed more than 1.9 trillion actions in August. At the growth floors the company disclosed, volume is outrunning the revenue it produces.

Perspective Coverage

4 publishers
Builder
Builder 26%
Operator
Operator 23%
Investor
Investor 51%

Reality

Evidence55
Adoption70
Hype gap+20
Incentives70
Confidence60
buildOne report1 publisher

Every project in a Foundry account draws IPs from the same delegated subnet

In a bring-your-own-VNet Foundry Agent Service deployment, hosted agent sessions and data proxy instances take addresses from one delegated subnet. When it fills, session creation answers HTTP 429 subnet_exhausted.

Publishers:dev.to

Reality

Evidence28
Adoption
Not scored
Hype gap+35
Incentives30
Confidence42
buildOne report1 publisher

kagent 1.0 swaps Deployment-backed agents for a Postgres-backed gRPC lifecycle object

Roughly 130 pull requests, most of them refactoring, retire the Kubernetes Deployment that used to sit under every kagent agent. The tag string on the release says alpha1 and GitHub's flag on it says prerelease false.

Publishers:dev.to

Reality

Evidence60
Adoption15
Hype gap−10
Incentives40
Confidence55
productOne report1 publisher

Keewano's $12M agent database asks for a second copy of your event stream

KeewanoDB keeps events in the order they arrived, grouped around a customer or device, so an agent can read one entity's history without an ETL job. Keewano expects the warehouse to stay where it is.

Publishers:siliconangle.com

Reality

Evidence33
Adoption14
Hype gap+34
Incentives79
Confidence56
buildOne report1 publisher

Seven buyers put $82.06m of preferred stock into Firecrawl at 5.7 times its Series A

The Form D filed on September 14th dates the first sale to August 31st, 2026. The case for that much money rests on figures Firecrawl reports itself: 180,300 GitHub stars and an ARR claim on its Y Combinator profile.

Publishers:runtimewire.com

Reality

Evidence64
Adoption58
Hype gap+15
Incentives68
Confidence52
buildOne report1 publisher

Temporal's $550M round values durable execution at 2.5x its February price

Lightspeed co-led a $550 million Series E on September 14th, seven months after Temporal's $5 billion Series D. The operating metrics behind the markup are Temporal's own: 4,300 paying customers and 1.9 trillion billable actions in August.

Publishers:runtimewire.com

Reality

Evidence45
Adoption62
Hype gap+22
Incentives78
Confidence52
buildOne report1 publisher

Agent-cache's tool cache returns the first ticket's ID when the tool writes instead of reads

The library puts LLM completions, tool results and session state behind one Valkey or Redis connection. Its tool keys are a function name plus an argument hash, and the post says that breaks for tools that mutate state.

Publishers:dev.to

Reality

Evidence34
Adoption10
Hype gap+22
Incentives60
Confidence42
buildOne report1 publisher

Baseten buys Blaxel to put the agent sandbox on the same network side as the model call

Baseten's case for owning the agent runtime is that latency and idle compute accumulate at every boundary an agent crosses between the model call and its sandbox, on numbers Blaxel reported itself.

Publishers:runtimewire.com

Reality

Evidence42
Adoption30
Hype gap+26
Incentives78
Confidence52
buildOne report1 publisher

Three services you can delete: queue, cache and search in one Postgres

A side project swapped RabbitMQ, Redis and Elasticsearch for SKIP LOCKED, an unlogged table and a GIN index. The queue arithmetic shows where that choice stops working.

Publishers:dev.to

Reality

Evidence34
Adoption21
Hype gap+18
Incentives38
Confidence46

Earlier coverage