Microsoft demos agentic DevOps infusing AI across every stage of the DevOps lifecycle via GitHub and Azure.
“It's really how is DevOps evolving in every single stage of the DevOps life cycle evolving as we are infusing AI in each of them.”
Latest signals
Every signal tracked from the world's AI conferences — 4,665 talks, quotes & announcements, newest first.
AI and agents make consumer products buildable now even though consumer is not investible, says Zynga's Pincus.
“Even though consumer is arguably not investable right now, the opportunity has never been greater to offer people a new, you know, internet treasure, reinvent some service that we thought was over or just generic, but it's enabled now because of AI and agents.”
An agent harness is the surrounding engineering scaffolding built around the core model-and-tool-calling loop.
“Harness is sort of the surrounding support that we add onto that core model and tool-calling loop.”
AWS livestream walks through its serverless micro-credential exam prep covering SQS/SNS, Step Functions, and CI/CD.
AWS VPC Lattice product manager discusses the application networking service's roadmap and operations.
NVIDIA cuPhoton uses GPU-accelerated pipelines to speed astronomical image processing by up to 8,400 times, cutting months to minutes.
“What once took months can now happen in minutes.”
NVIDIA's strategic investment in Coherent plus a $50M CHIPS award expands US AI infrastructure manufacturing in Sherman, Texas.
“But AI leadership will depend on more than just breakthrough computing. It will require infrastructure that connects, powers, and scales those systems.”
NVIDIA is partnering with Genentech to build AI models that simulate biology beyond human capability for better prediction.
“We've got to deploy the modern computing approaches in AI to take all of that data, just like we took the world's internet data, we shoved it into a model, and ChatGPT came out.”
AWS pitches generative AI to automate healthcare prior authorization, citing $262B in annual denied claims.
“93% of the physicians reported that prior authorization causes care delays, and that number hasn't budged since 2021.”
Databricks CTO Matei Zaharia is betting on Omnigent, an open-source pluggable meta-harness architecture for coding and knowledge-work agents.
“some open source architecture that looks like this will probably win, if only because it is currently being independently rediscvoered at 1000 AI native shops”
OpenAI research paper claims AI agents are transforming work by enabling longer, more complex tasks across roles.
Databricks has agreed to acquire Panther, a cybersecurity company providing a leading AI SOC platform.
“agents really allowed us to break that fundamental scaling problem in the”
Simon Willison used Claude Code (Opus 4.8) and Codex (GPT-5.5) to convert MDN's browser-compat-data into a CDN-hosted SQLite database.
“I decided to try converting their comprehensive mdn/browser-compat-data repository full of browser compatibility data into a SQLite database.”
Databricks built Lakebase, a serverless Postgres that decouples compute from storage by moving storage to the lake.
“we're going to have more software generated in the next year than in the history of humanity”
AWS and SoftServe demo an autonomous factory using agentic AI, Bedrock, and Nova Canvas to run a custom coaster production line.
“This unified foundation enables physical and agentic AI systems to understand context rather than following pre-programmed instructions”
Databricks Apps hit 150,000 apps built across 5,000 customers, 6x growth, positioning governed data access as the real AI bottleneck.
“we're no longer constrained by the cost of writing code. Um, coding agents have proliferated. Um, code is cheap. But the bottleneck is enterprise data.”
Databricks Lakehouse turns NBA player-tracking data into competitive advantage for sports teams.
Elon Musk recounts founding SpaceX against long odds and refusing to quit after three Falcon rocket failures in 2008.
“I would have to be insane if I thought the odds were in my favor. But if something's important enough, then you do it even though the risk of failure is high.”
Databricks launched Omnigent, an open-source 'meta-harness' layer on top of the agentic stack to make agents effective at scale.
“we call it a meta harness of harnesses, if you know what an agent harness is.”
Databricks open-sources Omnigent, a meta-harness to combine, control, and share agents across Claude Code, Codex, Cursor, and more.
“CDC is brittle enough to joke that it means “continuous data corruption,””
Databricks CEO says AI is smart enough; enterprises need context, control, and choice to scale agents.
“We think that the AI is plenty smart already. We don't need more intelligence for the AI, we need more context.”
Instacart envisions a unified in-store/online shopping mode powered by a continuously learning AI system within 5-10 years.
“in 5 to 10 years, customers shouldn't have to think about shopping in store or online. It will be one single unified mode powered by this continuously learning AI system”
Huntington Bank used AWS services to redact sensitive data from 400M+ documents, cutting the timeline from years to months.
Microsoft engineers built reusable security, accessibility, and PR-review agents that validate AI-generated code before it ships.
“There may be moments where you feel like you're vibe coding it, but when you're doing it for a real product, you often have that lens of making sure that the code is secure and good performing.”