Larry McDonough

Our team at Agentic Foundation is doing amazing product development work with the Claude Code. - Helping shape the Agentic Code Assistant industry. 🌊 Claude Flow Alpha 80: GitHub-Enhanced Claude Code Hooks. It turns Claude Flow into a fully observable, versioned development layer. Basically the invisible sub agent logic from your Claude Code agents gets recorded directly into GitHub. The new github init command introduces deep GitHub integration with automated checkpointing, instant rollback, and full historical logging of every sub-agent action. It improves introspection by exposing the full execution flow, auditing decisions, tracing context shifts, and analyzing task sequences with timestamped, versioned logs. No more guesswork. Developers get a clear, structured trail of edits, memory updates, and tool activity over time. It also generates a summary-session.md in the .claude/checkpoints/ folder, capturing the full session context for reference or review. This enhancement brings: 🔖 GitHub releases for every checkpoint: edits, tasks, sessions ⏪ Team-wide rollback to any tagged state 🧠 Traceability of what happened, when, and by which agent 🔄 Live syncing across contributors Every hidden operation, task starts, memory changes, context updates is now tracked and published via GitHub. To enable: npx claude-flow@alpha github init --force Ideal for collaborative debugging, multi-agent transparency, and reproducible workflows. 🔗 Full details here: https://lnkd.in/eH69pdDP

89

5 Comments

The design-to-code handoff is one of the most expensive gaps in enterprise software development. Weeks of engineering time spent interpreting Figma files, reconciling spacing math, and rebuilding what designers already specified. On March 30, join Aditya Karra, Blitzy's Founding Designer, and Ben Bergerson, Senior AI Solutions Consultant, for a walk thru of Blitzy native Figma-to-production capability. No prototypes. No Refine PR. Production-ready code. - Every design token read before a single line of code is written - Responsive output across five viewports from one desktop frame - A new feature integrated into an existing codebase, brand-aligned, checked directly into the repo Designers and product teams can now move at the speed of design. Come see what that looks like in practice. Register with the link in the comments. March 30 | 12pm ET | Free with live Q&A #Blitzy #Webinar #Figma #Platform40 #FrontendDevelopment #EnterpriseAI #ProductVelocity

29

1 Comment

“San Francisco is the global hub of innovation, technology, and venture capital,” Lurie said in a statement. “And with yet another investment from leading institutions of higher education, we are accelerating our city’s recovery and strengthening our city center as a place where people live, work, play, and learn.” 

2

Most teams don’t struggle with AI agents because the technology is immature. They struggle because prompting is not treated with design discipline. An agent prompt is not a single instruction. It’s a system of assumptions, constraints, and decision rules. When those aren’t explicit, reliability breaks down fast. That’s why two teams can use the same models and get completely different outcomes. This guide breaks down how to design agent prompts the way operators design systems. Intentionally, repeatably, and with scale in mind. Full breakdown here: https://lnkd.in/gzhuQgRW #Agents #Prompting #AI

304

13 Comments

At the Edge Impulse's Imagine conference this past week, Savannah Kunovsky, Managing Director at IDEO, made a point that has stayed with me. Over lunch, she suggested that we look to Harry Potter for inspiration in building AI/ML products. We should build products that delight, that feel magical because they dissolve friction and reveal possibility. She mentioned two examples: - The Hogwarts portraits, an early vision of the interactive photo frames with figures moving, listening, and responding --> Embodying presence. - The Weasley family clock showing where every loved one was at a single glance --> Rendering ambient context as care, not surveillance. Those artifacts were not about technology for its own sake. They were about the emotional user experience (UX), about interfaces that extended human intuition rather than overwhelmed it. It’s an idea I have been noodling on: How do we create systems whose intelligence feels invisible, seamless, even magical so users experience delight and empathy, not effort? Even in AI Infrastructure? Or maybe especially in AI/ML/HPC/Cloud infrastructure, where the technical complexities can be overwhelming at times. Thoughts? 🤖🤩🤔🐉 P.S. Sometimes, I've gotta let my inner traditional architecture training and CHI design skills come out and play. 🤣🤓🐉

5

5 Comments

Digital identity IS the path to the future. Consider where you’ve already seen it. From domain SSL certs, DKIM for email, digital mobile drivers licenses. Your cell phone even has a digital wallet. This is happening folks! It’s time for telecom to embrace these ideas and stop being the 100 year old boat anchor. The problems voice communications has today are almost entirely solved by IDENTITY: - Robocalling - Unwanted calls - Impersonation Scams - Fraud Consider how each of these problems are addressed if calls contain verifiable identity and intent.

8

United Ways of California reached another Data Interoperability innovation milestone today (https://lnkd.in/gRrrrwA9.) Data Interoperability is a detail oriented, multi organization effort to pass JUST the right amount of data on a person, to help better coordinate social care for the least privileged. We then need to establish precise specifications, unique to Care Use Cases. We were so pleased to be the first to work with Connecting for Better Health – the CA industry collaborative – on a referral data payload for Housing Support. A BIG thanks to Richard Kwong & Mitch Lindsay of C4BH, and to Scott Knaub of UWCA and Michael Cornew of Orange County United Way. Great progress. READ FULL ARTICLE HERE:  https://lnkd.in/gRrrrwA9 #CAUnitedWays #211 #UnitedWays #DxF #DataExchange #California #SocialCare

40

3 Comments

We all hear the talk about AI research scientists at well-funded SF Bay Area startups receiving new hire equity awards worth tens of millions of dollars. Now, with 75% of the Forbes AI 50 list using Pave, we have the data to prove it, and remember, 10% of people are paid above the 90th percentile. Starting in mid-March, Market Data Pro is getting its biggest upgrade yet, and you'll be able to see data like the image I shared today. Here's what's new: → Pay mix benchmarks for commission-based roles (e.g. account execs) → Target bonus % and bonus eligibility benchmarks → Base salary and total cash data for employees with and without bonuses → Multi-select filters; you can now set custom filter ranges and blend headcount, invested capital, revenue, and valuation demographics in a single view → Peer groups; benchmark against a custom list of your closest competitors Underneath all of it: we've enhanced our entire calculation engine. Results are now generated on-the-fly, there's more data across every role, and we've strengthened our data dominance rules so no single company can skew the market. The result? We can go deeper into benchmarks that were previously nearly impossible to find — with confidence in the accuracy of every number. We're walking through all of it live tomorrow. Join us. Registration link in the comments. 👇 #AITalent #Compenation #CompensationStrategy #TotalRewards

60

4 Comments

Proud to share our Artemis AI white paper. It's a deep dive into how we tackle the core engineering challenges of agentic AI: reliability, rigorous validation, and optimization at scale.

5

Taisha Fabricius introduced listeners of NPR's 99% Invisible to one of my favorite topics, digital twins.   As a product manager for XR and 3D, Taisha currently leads product strategy for immersive technology out of the Esri R&D Center Zurich.   For the Hidden Levels segment, Taisha covers Esri's work with game engines, immersive technology, and digital twins. She explains how these technologies can help us model and understand the world. For example, digital twins are helping us understand natural and built infrastructure and plan for disasters and events that can impact surrounding populations and communities.   One of my favorite lines from Taisha is, "It’s about turning data into experience, and experience into action."   Kudos to Taisha for leading the integration of cutting-edge technologies with GIS and unlocking opportunities to deepen our understanding and empower action.   Listen: https://lnkd.in/g4bQCXwe   Image: Earlier this year Taisha took to the Plenary stage at Esri's User Conference in San Diego, announcing the launch of the ArcGIS XR Viewer along with Stefan Arisona and Hasret Gümgümcü

96

7 Comments