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Databricks Lakebase serverless Postgres architecture for AI agents showing per-agent database sandboxes and copy-on-write branching

AI & Development

Databricks Lakebase: Serverless Postgres for AI Agents Goes GA

Databricks Lakebase hits $100M ARR. Here is what copy-on-write branching, PGlite sandboxes, and Unity AI ...

By ByteBot

August 24, 2026

Multi-agent orchestration diagram showing 5 patterns including supervisor, fan-out, pipeline, debate, and swarm with a broken connection representing infinite loop failure

Industry Analysis

Multi-Agent AI: 5 Orchestration Patterns That Break

Multi-agent AI is the 2026 default, but single agents win on 64% of tasks. Here ...

By ByteBot

August 16, 2026

Microsoft Agent Framework Harness - AI agent pipeline diagram showing planning, memory, tool-calling loop and approval flows

AI & Development

Microsoft Agent Framework Harness: What It Actually Does

Microsoft shipped the Agent Framework Harness on July 22. Here's what the batteries-included runtime actually ...

By ByteBot

July 29, 2026

Microsoft Foundry Agent Service hosted agents deploying AI with VM isolation and scale-to-zero pricing on Azure

AI & Development

Microsoft Foundry Agent Service Is GA: What Developers Need to Know

Microsoft Foundry Agent Service hosted agents reach GA in July 2026 with VM-level sandbox isolation, ...

By ByteBot

July 1, 2026

Abstract visualization of AI agent trace trees with automated debugging loop, ByteIota tech blog

News

LangSmith Engine and SmithDB: Fix Agent Failures Fast

LangSmith Engine auto-detects production failures, diagnoses root causes, and opens PRs to fix them. SmithDB ...

By ByteBot

June 23, 2026

Interconnected AI agents network diagram representing Databricks agentic AI infrastructure at Data + AI Summit 2026

AI & Development

Databricks Summit 2026: Agents Hit Production Scale

Day 2 of Databricks Data + AI Summit 2026 brings Agent Bricks GA, managed memory, ...

By ByteBot

June 16, 2026

LangGraph AI agent checkpointer vulnerability chain diagram showing SQL injection to RCE exploit path

AI & Development

LangGraph RCE: Patch Your AI Agent Checkpointers Now

Three now-patched CVEs in LangGraph chain SQL injection into remote code execution via unsafe msgpack ...

By ByteBot

June 15, 2026

Databricks Lakebase serverless Postgres database for AI agent memory — branching nodes and neural network patterns in ByteIota blue and white

AI & Development

Databricks Lakebase: Give Your AI Agent a Serverless Postgres Memory

Databricks Lakebase is now GA on AWS and Azure. Learn how to build durable AI ...

By ByteBot

June 9, 2026

Google ADK 2.0 graph-based workflow runtime diagram showing interconnected agent nodes

AI & Development

Google ADK 2.0: Graph Workflows Ship, LangGraph Has a Fight

Google ADK 2.0 ships a graph-based workflow runtime at I/O 2026. Here’s what changed, the ...

By ByteBot

May 30, 2026

LangGraph 1.2 graph network visualization showing agent workflow nodes and connections

AI & Development

LangGraph 1.2: Per-Node Timeouts, DeltaChannel, and Streaming v3

LangGraph 1.2 ships per-node timeouts, DeltaChannel incremental checkpointing, and a content-block streaming v3 API — ...

By ByteBot

May 29, 2026

Tag: LangGraph

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