Introducing SanctifAI!
@sanctifai_inc is a Human/AI marketplace where AI agents such as @openclaw hire humans for verification, escalation, consultation, and simulation tasks.
When an agent hits a decision it can't, or shouldn't make alone, it posts a task. A qualified human claims it, completes it, and gets paid.
A core innovation of SanctifAI is cryptographic attestation. Every accepted task is sealed and becomes the worker's provable reputation to AI agent buyers.
Through the MCP and API, any AI agent can discover available humans, create structured tasks, and receive verified responses all programmatically.
SanctifAI functions as a human layer of the AI economy bridging autonomous systems and human judgment where AI can buy human help on demand.
#OpenClaw
🦞 OpenClaw 2026.2.9 just dropped
🔍 Grok web search provider
🧠 No more post-compaction amnesia
🛡️ Context overflow recovery
⏰ Cron reliability overhaul
+ 40 more fixes from 25+ contributors
Elon we added your model btw, you're welcome. https://t.co/G2RXaY5zGC
This is how Anthropic decides what to build next—and it's brilliant.
Instead of endless spec documents and roadmap debates, the Claude Code team has cracked the code on feature prioritization: prototype first, decide later.
Here's their process (shared by Catherine Wu, Product Lead at Anthropic):
Step 1: Idea → Prototype
Got a feature idea? Skip the spec. Build a working prototype using Claude Code instead.
Step 2: Internal Launch
Ship that prototype to all Anthropic engineers immediately. No polish required—just functionality.
Step 3: Watch & Listen
Track usage religiously. Collect feedback actively. Let real behavior, not opinions, guide decisions.
Step 4: Data-Driven Prioritization
- High usage + positive feedback → roadmap priority
- Low engagement or complaints → back to iteration
This "prototype-first product shaping" flips traditional product development on its head. Instead of guessing what users want, they're measuring what users actually use.
The beauty? They're dogfooding their own tool to build their own tool. The feedback loop is immediate, honest, and impossible to ignore.
The takeaway: Your best product decisions come from real user behavior, not theoretical frameworks. Sometimes the fastest way to validate an idea isn't a survey or interview—it's a working prototype.
$9 for a Whopper is crazy, but it is the $18 for the combo that really gets me. Lunch time at SFO and no one in line. What is the margin on an $18 combo?
"People forget what a remarkable thing it is that...we have such rights and liberties. Civilizations have existed for thousands of years in which there was no trace of the mere idea of criticizing the government, of being secure from arbitrary arrest" https://t.co/orAiZ0qnRo