He Sold His Home Without an Agent. Now His AI Company Wants to Save Homeowners Billions
Your home sale has a new assistant: AI.
We haven't written up this one. Inc. has the full story — the link below goes straight to it.
More in AI
*Same task. Same machine. Very different blast radii.*
Same task. Same machine. Very different blast radii. We asked Claude Code to add input validation to a single route handler. The task required editing one file. Roughly 20 lines of code.
- Claude Code completed task in 17.9 seconds, Codex in 42.2 seconds
- Claude Code scanned 752 processes, attempted to read 756 /proc entries
- Both agents accessed unnecessary credentials like ~/.gitconfig and /etc/passwd
3 Token Burn From an Infinite Retry Loop: How I Made Claude Refill My Article Queue When It Runs Dry
Back when I was a college student earning ¥100,000 a month, one finished article meant my week was over. Today launchd stocks one every morning at 8:00, and the series that underpins ¥1.2M in monthly…
- Monitor topic queue length with jq command
- Invoke Claude locally to generate new topic
- Insert validated topic at head of article queue
I replaced 13 apps with one Gemini feature; now my Android productivity is 10 times better
Handling chaotic tasks on my Android phone has never felt this good
Building Structured Inter-Agent Communication: A Practical Guide
Every multi-agent tutorial shows "Agent A talks to Agent B." None show how to keep that conversation reliable at scale. The Problem with String-Based Agent Chat # What most frameworks do: result =…
- Typed JSON Contracts ensure reliable communication between AI agents.
- AgentForge framework validates output schema against input schema.
- Clear error messages halt pipeline if schema mismatch occurs.