“MCP adoption: rapid by salespeople, not builders. Thousands of servers built... but code execution slashes tokens 98.7%.” Anthropic's confession reframes agentic AI. Builders, go code-first. https://t.co/y71Tbf3m4x

90% of employees use personal AI tools (ChatGPT, Claude) at work. Only 40% of companies have enterprise subscriptions. Shadow AI is rampant—governance gap exposed. Time to build... https://t.co/8pm1Ip1m2a

20-30% proposal win rates? A massive red flag for consultancies. "I know a lot of consultants whose proposal to win rate is around the 20-30% mark. This is not healthy." The Proposal Compiler inv... https://t.co/gmmDSKZkWa

VC due diligence rigorously decides: invest or pass? By asking tough questions across angles. AI teams: apply this to pilots. Multi-agent Think Tanks debate Ops/Revenue/Risk/Pe... https://t.co/8pm1Ip1m2a

❌ Old model: Hire to scale, trade time for money, hit the ceiling? ✓ New reality: Architect agent systems, multiply capacity—solo. AI inverts economics. Team of One outpaces orgs. https://t.co/tCDcQexAZh

AI intelligence is now a commodity. Judgment—your frameworks—is scarce. Encode it for 100x value. The Economics of Judgment 💡⚖️🚀 https://t.co/hodzabTMnV

Stop fixing AI pilots one by one. You're not improving proposals one at a time. You're improving the compiler. Each kernel update makes ALL future proposals better. Build the system. Compound the... https://t.co/gmmDSKZkWa

Faster-growing companies drive 40% more revenue from personalization (McKinsey). AI inverts to economies of specificity > scale. One leader + agent teams outpace orgs. Unpacked in '... https://t.co/tCDcQexAZh

95% of AI pilots fail chasing standalone tools. The real transformation? "Generative AI embedded directly into workflows, making intelligent decisions at each step, routing wor... https://t.co/8pm1Ip1m2a

Audit for 'impossible conversations': Who do you wish you could talk to, but can't? Blocked by death, time, distance? AI now enables time-shifted proxies. First step to conversations across... https://t.co/9CQnmjv05x

Ditch gamification. Celebrate when a dev's personal learning gets promoted to team canon—or team canon to org-wide. Real recognition: lasting impact that compounds team intelligence. #FutureTeams https://t.co/jaoFoS0Lh7

AI dabbling drains budgets. "Half-measures produce full disruption with partial results. Better to concentrate than to dabble." Stop automating broken processes. Replace them with AI-... https://t.co/ViCi4srrdz

Stop buying AI 'org brains'. It's an architecture you build—from markdown files, design documents, deliberate practice. The model is just one component. https://t.co/jaoFoS0Lh7

What the agent sees: {"customer_name": "[NAME_1]", "email": "[EMAIL_1]"...} Never real data. Tokenised placeholders only. No PII exposure. SiloOS enforces privacy by architecture—not aftertho... https://t.co/fwtODcV1aB

AI magic? Nah—specs deliver. Google migrations: 80% AI-authored code, 50% faster. Airbnb: 3,500 tests in 6 weeks vs. expected 1 year. Effort shifts, results compound. https://t.co/pnQg0wPiec

Stop generic proposals. What a Receipt Proves: Tangible: Concrete artifacts they verify. Specific: Tailored to THEM. Verifiable: Sources they check. Proof before promises. That's trust. https://t.co/gmmDSKZkWa

Million-dollar, one-person businesses are outliers—like Olympic athletes of the solopreneur world. Amid 30M+ nonemployer businesses, AI coordination is rewriting who wins at scale. https://t.co/tCDcQexAZh

Stop asking 'Ticket closed?' Ask 'What did this teach our system?' That's how you grow teams that evolve the organism—not just code features. #FutureTeams https://t.co/jaoFoS0Lh7

The 'Column 7 Problem': Buyers build spreadsheets—vendor, features, price, case studies. Column 7: You. Don't get lost in the rows. Compile bespoke proposals from your frameworks to own differentia... https://t.co/gmmDSKZkWa

The Attention Economics Problem: AI's value → machine speed, hundreds of concurrent tasks, millisecond decisions. Human oversight → review at human speed. SiloOS fixes this with padded-cell ... https://t.co/fwtODcV1aB