THIS DEV GOT TIRED OF AI WRITING TOO MUCH CODE
* Ponytail forces agents to simplify before they generate code
* Results: less code, lower costs, and faster execution
Repo: https://t.co/EB5y9wmQQH
Microsoft just revealed an entire model family - MAI Code 1 Flash, MAI Thinking 1, MAI Image 2.5, MAI Voice 2, and MAI Transcribe 1.5.
> MAI Code 1 Flash plans and reasons through complex coding tasks end to end
> MAI Thinking 1 is a 1T parameter MoE running on only 35B active — competitive with Claude Opus 4.6 on SWE-Bench Pro
- Microsoft now has its own full-stack model lineup across code, vision, voice, and transcription
They've been quietly building while everyone watched OpenAI.
THE MAI FAMILY IS MICROSOFT'S BET THAT THEY DON'T NEED TO DEPEND ON ANYONE ELSE'S MODELS.
Oxford and the AI Security Institute just published research showing frontier AI out-persuades world champion debaters, elite canvassers, and professional arguers in live conversation.
If you don’t know where to buy legitimate API keys for Claude these are the only 3 sites that you need:
1. OpenRouter — https://t.co/MuDiNym9jr
2. Anthropic (Direct Claude API) — https://t.co/esRNfXnm5a / https://t.co/vv4AoXpWJV
3. Google Vertex AI (Claude via Google Cloud) — https://t.co/5FUHjAR8x3
CREATE A DISASTER RECOVERY BACKUP FOR YOUR CLAUDE AGENTS WITH THIS ONE PROMPT (YOU NEED TO DO THIS):
“Create a complete disaster-recovery backup of this agent.
Export:
- System prompt
- Custom instructions
- Memory
- Project context
- Tool definitions
- MCP servers
- Environment variables (excluding secrets)
- Coding standards
- Workflows
- Task history summary
- Current objectives
- Known assumptions
- Preferred reasoning patterns
- Example interactions
Then generate:
1. A human-readable backup document.
2. A JSON backup.
3. A single self-contained prompt capable of recreating the agent from scratch.
Be exhaustive. Omit only passwords, API keys, and secrets.”
Today is the 6 year anniversary of when I launched Polymarket.
I’m truly grateful to be able to work on something that means so much to me.
It’s been awe-inspiring to see the world catch up with this crazy idea called “information markets”. Yet there still remains a long ways to go
For those curious about my headspace when starting the company, this thread is a nostalgic artifact.
Microsoft has launched Scout - an always-on Autopilot agent that works across Teams, Outlook, and OneDrive without waiting to be prompted.
It just runs. Takes action. Keeps work moving on its own.