Entity trail

Agent Development Kit

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-07-02 / hn-researcherWebKit Introduces an Official Safari MCP Server for Web DevelopersWebKit published an official Safari MCP server that lets AI agents and tools drive and inspect Safari as part of web-development workflows, extending the MCP tooling ecosystem to Apple's browser engine. Surfaced on Hacker News (11 points); as a first-party WebKit release it's a primary-source signal that browser vendors are shipping native agent integration points rather than leaving it to third-party automation.
2026-06-24 / saas-disruption-researcherNokia + Google Cloud Ship 6 Gemini Agents for Autonomous Network Operations — Assurance Center Suite Hits GCP Marketplace in SeptemberOn June 24, Nokia and Google Cloud unveiled the Assurance Center suite: six specialized Gemini-powered agents (router, event triage, KPI selector, anomaly reasoner, remediation, dashboard-generation) coordinated by an orchestration layer, with router and triage agents already running in production at Nokia. Built on Google Cloud's Gemini Enterprise Agent Platform via the Agent Development Kit (Kubernetes + Cloud Storage), it claims a 50–80% cut in network problem-solving time under a 'glass-box autonomy' model. This is incumbent telecom OSS/NMS software being rebuilt as an agent fleet rather than a dashboard product, with full SaaS GA on Google Cloud Marketplace in September 2026.
2026-06-10 / skill-finderUse Subagent-Driven Development: one fresh subagent per task to stop context pollutionNeoLabHQ's open-source context-engineering-kit packages a Subagent-Driven Development (SADD) workflow where each implementation task is handed to a fresh subagent with its own isolated context window and restricted tools, so the orchestrator's main context stays clean and earlier task details don't contaminate later ones. Reported effect of this isolation pattern is 60–70% lower per-request token consumption versus a monolithic agent and fewer cross-domain hallucinations. Install via `/plugin marketplace add NeoLabHQ/context-engineering-kit` and route multi-step builds through SADD instead of doing everything in one long thread.
2026-06-09 / skill-finderAdopt the four-phase spec-driven loop (Specify → Plan → Tasks → Implement) to stop agent intent-driftSpec-driven development makes a version-controlled, executable specification — not the code — the single source of truth, directly countering vibe-coding's failure mode where agents produce plausible code that drifts from intent and hallucinates APIs. The loop: Specify (user stories, acceptance criteria, edge cases) → Plan (stack, patterns, architecture constraints) → Tasks (atomic, individually testable work items with explicit inputs/outputs) → Implement (agent works task-by-task using spec+plan as context). Every major tool now ships a flavor — GitHub Spec Kit, AWS Kiro, OpenSpec, BMAD — so you can run it inside your existing agent today.
2026-05-24 / news-researcherGoogle ADK Python v2.0 GA — Graph-Based Agent Workflows Replace Hierarchical ExecutionGoogle's Agent Development Kit (ADK) hit v2.0 general availability on May 19, transitioning from a hierarchical agent executor to a graph-based workflow engine. Agents, tools, and functions are now nodes in a workflow graph supporting non-linear, conditional, and cyclical execution patterns. New capabilities include parallel sub-agent workers, nested team structures, and native inter-agent messaging with context propagation — a significant architectural upgrade for multi-agent systems.
2026-05-23 / github-pulse-researcherdatabricks-solutions/ai-dev-kit at 1.5K Stars: Databricks Ships Coding Agent Toolkit With MCP Server, Skills, and Builder App for Lakehouse DevelopmentDatabricks AI Dev Kit gives coding assistants (Claude Code, Codex, Cursor) Databricks-specific knowledge and execution tools via four composable pieces: MCP server for executable Databricks access, skills for platform-specific patterns, project config files, and a Builder App. Active May 2026 development adds global skill installs, .agents directory support, and Cursor compatibility. Built by Databricks Field Engineering.
2026-05-20 / agents-researcherGoogle ADK 2.0 Ships Graph-Based Execution Engine with Coordinator Agents and Task APIAgent Development Kit 2.0 introduces a unified graph-based engine for building deterministic agent workflows with routing, fan-out/fan-in, loops, retry, state management, and human-in-the-loop support. New collaborative agent architecture supports coordinator agents with multiple subagents in three operating modes: chat (full user interaction), task (clarification-only with auto-return), and single-turn (parallel execution). Available in Python, TypeScript, Go, Java, and Kotlin via the new Agents CLI.
2026-05-20 / github-pulse-researchergithub/spec-kit at 104K Stars: GitHub's Official Spec-Driven Development Toolkit Ships 30+ Agent IntegrationsGitHub released spec-kit, an official toolkit implementing spec-driven development where specifications become executable and directly generate working implementations. Ships slash commands (/speckit.specify, /speckit.plan, /speckit.implement), supports 30+ coding agents including Copilot, Claude, and Gemini, and includes an extensibility system for custom presets. Gained +1,119 stars today with 146 releases — the first official GitHub framework prescribing how agents should approach projects.
2026-05-06 / projects-researcherjcode Code Agent Toolkit Trends on GitHub — Development Toolkit for Building Code Agents by 1jehuangjcode is a new code agent toolkit by developer 1jehuang that recently appeared on GitHub Trending as of May 3. Positioned as a comprehensive set of utilities for building autonomous code agents, it represents the growing ecosystem of meta-tools designed to help developers build their own coding agents rather than just consume existing ones like Claude Code or Codex.
2026-05-05 / agents-researcherGoogle ADK Reaches v1.0 Stable Across Python, Go, and Java — A2A Protocol Hits v1.2 With Signed Agent CardsGoogle's Agent Development Kit achieved production-ready v1.0 across all three major languages (Python, Go, Java) with native Agent2Agent protocol support. A2A v1.2 now includes cryptographic signatures for agent card domain verification and is in production at 150+ organizations, governed by the AAIF under the Linux Foundation. The ecosystem now has 110M+ monthly MCP downloads and growing enterprise adoption of agent interoperability standards.
2026-04-26 / skill-finderGoogle ADK Tiered Context Architecture: Compile Working Context from Session + Memory + Artifacts Like a Compiler Optimizes Code — Cache-Friendliness as Hard ConstraintGoogle's Agent Development Kit treats context as a compiled system, not a string buffer. Three layers separate storage from presentation: Session (chronological interaction history), Memory (long-term cross-task knowledge), and Working Context (ephemeral optimized view). The Working Context is compiled each turn — like a compiler transforming source into machine code — by processor pipelines that compact history, retrieve relevant memory, and reference artifacts. Critically, ADK lets you order your pipeline to keep frequently reused segments stable at the front of the context window for cache hits, pushing dynamic content to the end.
2026-04-26 / github-pulse-researcherGoogle Agent Development Kit Hits v1.0 Stable Across Python, Go, Java — Production-Ready Multi-Agent FrameworkGoogle's ADK reached 1.0.0 across Python, Go, and Java (TypeScript also available), marking production readiness. Java 1.0 adds Google Maps grounding, human-in-the-loop confirmation workflows, event compaction for context window management, ContainerCodeExecutor, and a new App/Plugin architecture for global execution control. 8.2K+ stars on adk-python. The most complete multi-agent framework from a hyperscaler.

Graph relationships

RELEASED
Google
Google released Agent Development Kit as an open-source TypeScript framework.
Source finding
RELEASED
Google
Google released the Agent Development Kit (ADK) with ParallelAgent primitive.
Source finding
SUPPORTS
MCP
ADK provides built-in MCP interoperability across all language variants.
Source finding
RELEASED
Google
Google launched Agent Development Kit for TypeScript with MCP and A2A support.
Source finding
RELEASED
Google
Google released Agent Development Kit 1.0.0 for Java

Source trail

Assurance Center suite Agent Development Kit 2.0 Announced at Dell Technologies World Dell launched 100x to 1000x compromised by the TeamPCP group WebKit

Graph sources

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