shattered.io

Cursor SDK Tutorial: 12 Steps, 75 Min [2026]

Build a Cursor SDK agent in TypeScript with token budgets, a read-only toolset, cloud PR fixes and GitHub Actions. 12 steps, ...
HackerNoon

AI Can Write Your CS Assignment. But Can You?

AI can write code that runs. CS coursework tests whether you understand it. Here's where AI code fails and how to check it ...
KDnuggets

Google Open-Sources Harness²: Self-Improving AI Agents Without Retraining

Google Research has open-sourced Harness² (Harness2), a framework that lets AI agents improve themselves without retraining ...
HackerNoon

Building Deterministic Security Boundaries for AI Agents on AWS

Explore how to secure autonomous AI agents on AWS using isolated execution, least-privilege IAM, tool validation, recovery ...
cloud

How to Use Python UDF Logging for Pipeline Observability

Ensure data pipeline reliability and troubleshoot issues fast by using standard Python logging directly in BigQuery UDFs for real-time observability.
MarkTechPost

Google Open-Sources Harness2, a Recursive Agent Harnessing Framework

Google open-sourced Harness2, a recursive agent harnessing framework that lifted GLM-5 11.5 points on WorkBuddy-Bench with ...

Why a Sudoku-solving program looks smart: Recursion, backtracking, and the idea of 'trying from the most likely failure points'

I was thinking about a program to solve Sudoku.You fill a 9x9 grid with numbers from 1 to 9. The same number must not be ...

Just Splitting Mahjong Tiles Leads to a Massive Flowchart—The Invention of Recursive Functions

When studying programming, you notice something strange.Processes that are extremely complex for humans to think through can ...
devblogs

Bring agentic reasoning to Python function apps with Azure Functions Agent bindings (preview)

Azure Functions applications already have a strong model for event-driven work: a trigger starts the function, bindings connect it to other services, and application code validates input and controls ...