This is very first-principles practitioner notes. Thank you!

The Tokens of Playfulness: This the culture building exercise and the there is no way out of it than "Tokenmaxxing" No doubt tokens are being wasted in some of the experiments but then are no easy ways to guardrail and enforce token budget while adopting a new learning curve at scale.

This is very first-principles practitioner notes. Thank you! "system of verifier" is perhaps a key piece to enable system of action and system of coordination. In our own thesis we have categorised the knowledge base or SoR into 3 buckets: AI-native (cli, headless), AI-friendly (api, openness to access), and Anti-AI (no schema, no access, FTP servers) The convergence layer to these 3 buckets is: Verification i.e. How do we know an agent completed the task at hand correctly? This could jumpstart the entire work of reverse engineering workflows into automations to autonomous agents. Instead you invest in Intent capture and outcome verifiers. Experts, trusted technical partners, or "Forward deployed Experts" are perhaps the best option for buyers to start investing in verification infra. PS: The pace at which every piece in the AI stack is moving there are no technical buyer. There are just "wait and watch"-ers.

We are just getting started in a long journey of rebuilding the entire tool chain.

Builders could go from idea to working application in hours instead of weeks. The framework handles the infrastructure; humans handles the interesting problems. Agent harness are ready for the same intervention. What do most agentic systems need? @TweetSamG @rameshmay

At @GoPitCrew we visualise a workflow as a Kanban. Each task or swimlane can a subagent (wrapped in an eval).

PitCrew agents co-plan with you to build a Kanban board for your workflow, Pitcrew orchestrates and monitors the work and spawns agents to handle the tasks. The agents gets the work done, provides proof of work, and runs evals against the proof. @TweetSamG @rameshmay @rishikulkarni

Thank you for the partnership @googlecloud

Destination: New Orleans 📍 The PitCrew is taking over Booth 528 at the T3 Technology Tools for Today conference next week, all week! We’re combining the power of AI for financial services with the unmatched energy of Mardi Gras. Don't miss out on the vibe! See you there! 🎭✨ @t3techhub @TweetSamG @rishikulkarni

Meet the "Cursor for Financial Services" 🛠️ We’re excited to officially launch Pitcrew! Most AI tools fail in FinServ because they aren't built for the "Hard Stuff." We’ve spent months building the specialized infrastructure that AI needs to thrive in a regulated environment: ✅ The Rails: Native orchestration for AI skills and compliance. ✅ The Safety: Embedded guardrails and expert-in-the-loop validation. ✅ The Interface: Familiar, high-adoption UX (Kanban & Messaging). Stop building infrastructure and start delivering value. 🎁 Launch Special: We're offering 20 runs for free to get you started. Check it out at [Link]. #FinTech #AI #Compliance #WealthManagement #Pitcrew @TweetSamG @rameshmay @rishikulkarni

I break down the "80/20 Reality" of vibe coding for RIAs. What vibe coding gets perfectly right, and where you absolutely need production-grade software engineering to protect your firm. linkedin.com/pulse/vibe-codi… @GoPitCrew @rishikulkarni @rameshmay @arnavgoel_

How a product manager operates in an AI world is rapidly changing. 🧵 Gone are the days where a PM could stay away from tech, let the Engineering team come up with solutions that work best with their architecture. It’s becoming more and more necessary for product managers to understand the plumbing because that’s slowly turning into the product experience.

Happy first anniversary to MCP 🎉 team PitCrew's policy driven grounding service right inside Anthropic's Claude. - Run a FINRA check on Social media post inside Claude. - PitCrew Ground's Claude's responses (and reasoning) @MCP_Community @TweetSamG @rameshmay

Let’s set sail for an exciting 2023 with fresh choices to make and new experiences to live.🙌 Revv, a LegalZoom company, wishes you success, joy, and great health.🥳 Enjoy a wonderful new year!🌅 #HappyNewYear2023 #HappyNewYearsEve #HNY2023 #HNY #celebration @LegalZoom

Turkey trots, pumpkin pies, and all the little joys!🥧 We take this festive moment to heartfully thank you for your trust, support, and love.🥳 Happy Thanksgiving! Rejoice this great holiday with your dear ones.🍁 #thanksgiving #Thanksgiving2022 #Celebration #gratitude

Faulty documents giving eerie dreams😱 Ghosts & ghouls creeping out document workflows👻 Witches casting a spell for tardy eSigns🧙‍ Is your business spookified from these horrors?☠️ Cast out these demons with Revv (A LegalZoom Company) revv.so/ #HappyHalloween🎃

@shrisha @tsitovich @jonahback We are thrilled to work with you and the entire LegalZoom team!🤩

It was a privilege partnering with you @rishikulkarni and @TweetSamG over the past 4 years. Learnt a lot from you about hustle and humility. Great to see you last week in Bangalore. Also thanking ^Anuj Bhargava who leads Lightspeed's corp dev team in India and SE Asia. 🙏🏽 🙏🏽

🥂 Our big believers @dkhare, @VikramV23, and @yhemaraj who made sure we had the fuel to keep running, along with our angels @shreesha, @pmalik, Charlie Songhurst, and Phanindra Sama