Research
Everything Intel keeps, in one place — every brief we run, every department, readers' own, and every finding behind them. Browse below, or see the same body of work as a connected graph on the live map.
Following opens with early access — sign up for early access to register your interest; it does not switch following on today. Everything you follow will land on one page, in your account menu.
All coverage
Everything Intel has read, newest first. Each title opens at its original publisher.
- Agent Frameworks & Orchestration
A free, open-source textbook on building AI agents is GitHub’s #1 trending repo
A free, code-backed curriculum for agent engineering — usable today by teams standardizing how they build and teach agents.
- Agent Frameworks & Orchestration
Cursor publishes hard numbers on multi-agent economics: expensive planners, cheap workers
The most concrete public data yet for budgeting planner/worker model tiers in multi-agent pipelines.
- Agent Frameworks & Orchestration✓ verified
xAI open-sources Grok Build, its terminal coding agent — 840K+ lines of Rust under Apache 2.0
A complete production agent harness — prompts included — is now readable end to end; it's both a design reference and a cautionary tale about what agent tools quietly send home.
- Agent Frameworks & Orchestration
LangSmith Fleet can now put any agent into Slack in one click
The distance from 'agent that works' to 'agent your team actually uses' keeps shrinking — one-click Slack deployment is exactly that last mile.
- Agent Frameworks & Orchestration
LangChain + NVIDIA launch the NemoClaw "Deep Agents" blueprint
A ready-made, governed blueprint if you're building multi-step agents — plus LangChain's same-week "your coding-agent bill doubled, here's how to fix it" post is directly useful for anyone watching agent token spend.
- Agent Frameworks & Orchestration✓ verified
CISA orders federal agencies to patch a critical Langflow flaw exploited to steal AI-agent credentials
If you're building or self-hosting agent workflows, this is the reminder that agent-orchestration tools carry the same credential-theft risk as any authenticated web app — patch and audit access; don't assume the AI layer is out of scope for basic access-control hygiene.
- Agent Frameworks & Orchestration
Google expands Managed Agents in the Gemini API (background tasks + remote MCP)
A credible non-Anthropic option for hosting agents: if you want a managed (server-side) agent runtime or a second-vendor hedge, Gemini now offers background tasks and speaks remote MCP, so your existing MCP tools plug straight in.
- Agent Frameworks & Orchestration✓ verified
Coding-agent market consolidates around parallel orchestration
The "stack 2-3 agents" workflow is now the senior-dev default — validates the multi-terminal model as industry direction, not idiosyncrasy.
- Agent Frameworks & Orchestration✓ verified
Bun port (Zig to Rust) via dynamic workflows
A concrete existence-proof of large-scale autonomous multi-agent work shipping real code — a teachable case study for AI-economy curriculum.
- Agent Frameworks & Orchestration✓ verified
Claude Code dynamic workflows (research preview)
The productized version of the multi-terminal + subagent pattern an agent-orchestrated org hand-rolls today — direct input to agent-engine design.
- Agent Frameworks & Orchestration✓ verified
Four ways to orchestrate agents just quietly became the standard menu
Four orchestration styles stabilizing means picking a framework is now a real architecture decision, not a bet on which project survives — match your agent's actual coordination problem (graph, role, handoff, or hierarchical) before committing to one.
- Agent Frameworks & Orchestration✓ verified
OWASP's agentic security Top 10 turns 'excessive agency' into a least-agency discipline
If your product lets an agent take actions, this is the checklist to threat-model against: give it the least autonomy the job needs, gate the state-changing steps behind a human, and cap how long it can loop.