AI & Agents · Agentic Systems

8/ No consensus on the hardest part of the AI engineering stack.

@barrnanas emerging · 0 followers

3 — Know this

8/ No consensus on the hardest part of the AI engineering stack.
Evals win (for the third year), but orchestration / agent logic, inference, and security are all within a few points.
The stack is still hard everywhere.

2 — Why it matters

1 — Do this now · In the next 10 min: extract the core principle and apply it to one live task.

Architecture

flowchart LR
  A["stack"] --> B["AI &amp; Agents"]
  B --> C["Mechanism"]
  C --> D["Do: In the next 10 min: extract the core principle a"]

python3 engine/search.py "stack"

01 · Hook

Adjacent signal — worth a scan.

02 · Core

Evals win (for the third year), but orchestration / agent logic, inference, and security are all within a few points.

03 · Edge

From @barrnanas (emerging). The stack is still hard everywhere.

04 · Your turn

In the next 10 min: extract the core principle and apply it to one live task.

Source ↗

XLoopOut · Applied Knowledge Platform · 2026-07-10