Bird's-eye view of the entire knowledge base — ring distributions, movement, and health across all radars.
Tools and practices your teams should be using today — highest confidence across all radars.
Entry counts per ring across all radars.
| Radar | Adopt | Trial | Assess | Hold | Total |
|---|---|---|---|---|---|
| Agentic Engineering | 12 | 55 | 48 | 7 | 122 |
| AI Models & Benchmarks | 8 | 23 | 8 | 7 | 46 |
| Security | 14 | 13 | 12 | 0 | 39 |
| Architecture Deep Dives | 3 | 6 | 18 | 0 | 27 |
| Java & Spring AI | 3 | 14 | 6 | 0 | 23 |
| Registries & Directories | 8 | 18 | 24 | 3 | 53 |
| Total | 48 | 129 | 116 | 17 | 310 |
Entries that moved rings since the previous release.
| Entry | Radar | Movement | Reviewed |
|---|---|---|---|
| Gemini CLI | Agentic Engineering | trial → hold | 2026-05-23 |
| Windsurf | Agentic Engineering | adopt → hold | 2026-05-07 |
| Llama 3 (Meta) | AI Models & Benchmarks | trial → hold | 2026-04-28 |
| Multi-Agent Workflows | Agentic Engineering | assess → trial | 2026-04-19 |
| Claude 3.5 Sonnet | AI Models & Benchmarks | adopt → hold | 2026-04-19 |
| DeepSeek Coder V2 | AI Models & Benchmarks | assess → hold | 2026-04-19 |
| Gemini 1.5 Pro | AI Models & Benchmarks | trial → hold | 2026-04-19 |
| GPT-4o | AI Models & Benchmarks | adopt → hold | 2026-04-19 |
Notable new additions (adopt & trial only) — visit individual radars for the full list.
| Entry | Radar | Ring | Reviewed |
|---|---|---|---|
| Claude Opus 5 | AI Models & Benchmarks | adopt | 2026-07-25 |
| GPT-5.6 | AI Models & Benchmarks | trial | 2026-07-20 |
| Claude Fable 5 | AI Models & Benchmarks | adopt | 2026-07-19 |
| Claude Opus 4.8 | AI Models & Benchmarks | adopt | 2026-07-09 |
| Junie | Agentic Engineering | trial | 2026-07-09 |
All entries with a lastReviewed date in the past 7 days — new additions, ring moves, and in-place updates.
| Entry | Radar | Ring | Reviewed |
|---|---|---|---|
| Claude Codeupdated | Agentic Engineering | adopt | 2026-07-25 |
| Claude Opus 5new | AI Models & Benchmarks | adopt | 2026-07-25 |
| LangChain4jupdated | Java & Spring AI | trial | 2026-07-21 |
| Gemini 3.5 Flashupdated | AI Models & Benchmarks | trial | 2026-07-20 |
| GPT-5.6new | AI Models & Benchmarks | trial | 2026-07-20 |
| Spring AIupdated | Java & Spring AI | adopt | 2026-07-20 |
| Claude Fable 5updated | AI Models & Benchmarks | adopt | 2026-07-19 |
Entries reviewed within 90 days are fresh. Beyond 90 days or missing a date are flagged.
| Radar | Fresh | Stale | Missing | Health |
|---|---|---|---|---|
| Agentic Engineering | 22 | 100 | 0 | 18% |
| AI Models & Benchmarks | 15 | 31 | 0 | 33% |
| Security | 2 | 37 | 0 | 5% |
| Architecture Deep Dives | 0 | 27 | 0 | 0% |
| Java & Spring AI | 3 | 20 | 0 | 13% |
| Registries & Directories | 1 | 52 | 0 | 2% |
Architecture teardowns — how the major tools are built, their tradeoffs, and how they compare.
| Title | Category |
|---|---|
| Dspy | Agent Frameworks |
| Mastra | Agent Frameworks |
| Open Swe | Agent Frameworks |
| Openai Symphony | Agent Frameworks |
| Openclaw Nemoclaw | Agent Frameworks |
| Pydantic Ai | Agent Frameworks |
| Smolagents | Agent Frameworks |
| Claude Code | Coding Assistants |
| Devin | Coding Assistants |
| Github Copilot | Coding Assistants |
| Goose | Coding Assistants |
| Hermes Agent | Coding Assistants |
| Openai Codex | Coding Assistants |
| Opencode | Coding Assistants |
| Openhands | Coding Assistants |
| Pi Mono | Coding Assistants |
| Spotify Honk | Enterprise Agents |
| Stripe Minions | Enterprise Agents |
| Uber Ai Dev Platform | Enterprise Agents |
| Claude Opus 46 | Model Architectures |
| Claude Opus 47 | Model Architectures |
| Glm 5 | Model Architectures |
| Gpt 5 4 | Model Architectures |
| Gpt Oss | Model Architectures |
| A2a Protocol | Multi Agent Systems |
| Composio Agent Orchestrator | Multi Agent Systems |
| Google Adk | Multi Agent Systems |
| Magentic One | Multi Agent Systems |
| Context Engineering | Prompting Techniques |
| Reasoning Techniques | Prompting Techniques |
Curated articles, essays, and analyses — each one influenced how this radar thinks about agentic engineering. Browse with context →