#Ai Agents

Microsoft Forked Its Own Terminal to Keep AI Out of Yours

Windows Terminal stays deliberately boring while the new Intelligent Terminal fork carries the agent experiments.

Article · 1mo ago3

Codex's Context Cut Is Really a Billing Cliff

OpenAI reverted GPT-5.6 Sol to 272k because the bigger window was silently double-billing long sessions.

Article · 1mo ago6

Build a Human Approval Step into a LangGraph Agent with FastAPI

Pause an agent before irreversible actions and resume it only after a human approves via webhook.

Tutorial · 1mo ago2

MikroTik Makes LLM Network Ops Practical

JSON APIs and L2 recovery paths turn agentic config into a junior-engineer workflow you can actually run.

Article · 1mo ago2

Local four-tier memory for long-horizon agents

TencentDB Agent Memory swaps flat vector dumps for progressive L0–L3 layers and Mermaid task canvases, with measured token cuts on OpenClaw.

Article · 1mo ago1

ARD Gives Agents a Real Way to Find Tools

Catalogs, registries, and domain trust fill the discovery hole that MCP and OpenAPI never covered.

Article · 1mo ago4

Codex Encrypts Multi-Agent Messages, Kills Audit Trails

OpenAI now ships subagent tasks as ciphertext, extending opaque-blob design at a real cost to local debugging.

Article · 1mo ago1

Grok Build Uploaded Full Repos Without Real Opt-Out

Wire captures show the CLI shipped complete git history to GCS, and the privacy toggle did nothing.

Article · 1mo ago0

Grok Build Quietly Uploads Entire Repos to GCS

The privacy toggle only covers training consent. Full workspace uploads still run by default.

Article · 1mo ago1

Build a Text-to-SQL Agent with Schema-Aware Guardrails

Generate SQL from natural language with an LLM, then validate every query against an AST-based guardrail before it touches your database.

Tutorial · 1mo ago0

AWS MCP Plugin Puts Agents Under CloudTrail

Official skills, sandboxed Python, and IAM-scoped calls turn coding agents into auditable cloud operators.

Article · 1mo ago0

GPT-5.6 Terra Makes Agent Migration Worth It

Early production moves show multi-x latency cuts and real savings when you stop treating the flagship as the default.

Article · 1mo ago6

Claude Code's 33k Token Tax Before You Type

OpenCode starts near 7k. The gap is design, not a glitch, and it changes session cost math.

Article · 1mo ago0

Cut Claude Code Tokens by Pruning Dead Weight

Most of the bill is re-sent history and unused tool schemas, not hard thinking.

Article · 1mo ago0

OpenAI Forked Git as Source Control Gets Strategic

A public VCS fork plus reports of a GitHub rival point at stack control, not a drop-in git replacement.

Article · 1mo ago0