FIELD NOTES from the systems frontier

NEW// AI systems · Aug 02 · 19 min read

Graph Engineering for AI Agents — Wiring Loops into Reliable Systems.

How to turn several capable agent loops into one controlled execution system—with explicit routing, typed state, parallel branches, independent verification, recovery, budgets, and human authority.

graph-engineering ai-agents orchestration multi-agent
read post →

// the blog by the numbers

articles
words
topics
read mins
read the Graph Engineering guide →
THIS WEEK IN AIFRONTIER DIGEST #6
JUL 27 — AUG 2, 202627 MIN10 PAPERS

THE SIGNAL BEHIND THE HEADLINES

The sandbox is now the security perimeter.

Contained cyber tests reached real systems, Moonshot released Kimi K3 in full, and AI security tooling moved closer to an operating layer. This week's briefing connects the releases, research, and infrastructure shifts that matter to builders.

  1. 01
    CYBER AGENTSAnthropic's 141,006-run evaluation surfaced three real-world incidents.
  2. 02
    OPEN WEIGHTSMoonshot shipped Kimi K3's complete 2.8T-parameter weights and technical report.
  3. 03
    SECURITY STACKMicrosoft and NVIDIA pushed cyber-agent platforms toward production infrastructure.
BUILDER TAKEAWAY The model proposes an action. The harness decides what it can touch.

DISCOVER · WORKING REFERENCES

Less browsing. More answers.

Pick the format that matches the moment: learn from a book, scan the commands, rehearse the interview, or choose the right tool.

Explore all 8 collections
JUST PUBLISHEDFour latest articlesView the full archive →
KEEP EXPLORINGChoose your doorway
DiscoverGuides & toolboxes SeriesLearn in sequence Paper JuiceResearch, distilled ArchiveBrowse everything ResourcesSources, papers & tools