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October 22, 2025

Tech and Startups

Move to buttondown, tech headlines, market insights, founder strategies

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📣 Headlines

• The AI compute land grab accelerated as Nscale deploys ~200,000 GPUs for Microsoft, while a Microsoft-, Nvidia-, and BlackRock-led group will buy Aligned Data Centers for $40B to lock in capacity.

• IBM doubled down on enterprise AI, showcasing new orchestration and infrastructure at TechXchange 2025 and partnering with Groq to speed LPU-based inference via watsonx.

• Anthropic launched Claude Haiku 4.5, added a Deloitte enterprise deal and projected strong 2026 revenue, signaling cheaper, faster options for teams.

• Wearables are surging: funding momentum is building led by Oura’s $900M+ round and AI-enabled devices, while performance tech like the NBA-tested BetterGuards adaptive ankle brace shows real-world traction.

• Startup funding highlights: Viven raised $35M for employee digital twins, 1001 AI secured $9M to serve critical MENA industries, and Kuku landed $85M to scale GenAI audio/video platforms.

• Early-stage investors focus on practical AI—back-office automation, robotics, healthcare, and drug discovery—even as VCs debate an AI bubble vs. durable upcycle.

• Startup ops are shifting as AI tools streamline hiring, screening, and outreach, and leaders show how to pivot product roadmaps to AI without losing customers.

• Consumer AI interfaces advance as Meta’s Ray-Ban Display smart glasses bring bright microdisplays, neural input, and live captions, with privacy and battery trade-offs.

🔧 Company Engineering Blogs

Beyond Founder Mode: Mission Mode (blog​.palantir​.com). Mission Mode organizes entire company around customer missions, embedding engineers with teams and prioritizing outcomes over founder involvement

4 Rules for Efficiency: Designing the Systems That Help You Work at Your Best (engineering​.gusto​.com). Practical rules for personal efficiency: adapting advice, focused workspace, mindset rhythm, and tool-enabled work

Agentforce’s Agent Graph: Toward Guided Determinism with Hybrid Reasoning (engineering​.salesforce​.com). How Agent Graph tackles drop-off and LLM unpredictability with hybrid reasoning, FSMs, and Agent Script for enterprise AI agents

Accelerate developer productivity with these 9 open source AI and MCP projects (github​.blog). Nine open source MCP projects sponsored by GitHub to accelerate AI-native workflows, tooling, and security

Identify User Journeys at Pinterest (medium​.com/pinterest-engineering). Explore dynamic extraction, hierarchical clustering, journey naming, ranking with diversification, stage prediction, and LLM-based evaluation for Pinterest's user journeys

💸 Market & Signals

In the air (benn​.substack​.com). VCs at tech conferences signal potential, while dbt and git reshape collaboration and data tooling amid Vegas Coalesce energy

Startups to Watch & Tech Talents (juliadeluca​.substack​.com). LatAm tech spotlight: Rivio, ScaleRep, Neon alums, stealth founders, and Tech Talents collaboration

Fourteen years ago at the blog: the "a pervasive fetish" line actually holds up better today than it did then (observationalepidemiology​.blogspot​.com). Discussion of the Rot Economy, growth fetish, and historical context with references to Ed Zitron and Marc Andreessen/Ben Horowitz

🚀 Founders & Strategy

Perplexity AI CEO Aravind Srinivas, PhD 21, on why he ditched pitch decks (newsroom​.haas​.berkeley​.edu). Perplexity AI CEO Aravind Srinivas discusses ditching pitch decks, AI-driven questions, Comet browser, and rapid product iteration

I was interviewed about entrepreneurship (obryant​.dev). Entrepreneurship reflections, solo building, invention vs business-building, and an interview with Jacob O’Bryant on The Sample/Yakread

Transcript: Henry Ward, Carta Chief Executive Officer (ritholtz​.com). Henry Ward of Carta discusses cap tables, private data dematerialization, subscription pricing, and growth challenges

Something Personal: Customer Obsession (chsasank​.com). Customer obsession drives over-engagement, blending support, product development, and sales to deliver value with Ubuntu LTS, PostgreSQL, and GPT-OSS

How to PM Production Changes with Devin: Tutorial From Gumroad CEO, Sahil Lavingia (news​.aakashg​.com). Sahil Lavingia demonstrates AI-driven full-stack PM workflow from Slack to production for Gumroad’s 10M ARR with one employee

Surrender to Chaos (writing​.nikunjk​.com). Founders embrace chaos over frameworks, risking perception of instability to pursue breakthrough PMF and market-disrupting visions

Dive into the Deep End (jared​.xyz). Founders seek insane work ethic and AI-driven consumer product focus; hands-on, no-title collaboration leading to growth and eventual entrepreneurship

🏛️ Org Design & Mission

Google’s engineering culture (newsletter​.pragmaticengineer​.com). Explores Google’s engineering culture, tech stack, internal tools, design docs, performance reviews, and reinvention cycles with insights from Googlers

The Accountability Problem (jamesshore​.com). Accountability in software shifts from dates to product bets, value trajectories, and maximum wagers amid agile, iterative funding

Dumbest Default: Functional Teams (avivbenyosef​.com). Cross-functional teams beat by-functional silos; end-to-end collaboration, product outcomes, and management alignment over domain-based splits

Beyond Founder Mode: Mission Mode (blog​.palantir​.com). Mission Mode organizes entire company around customer missions, embedding engineers with teams and prioritizing outcomes over founder involvement

How to scale startup ops—lessons from FAANGM, Meter, and Alchemy (blog​.ldtalentwork​.com). Scaling startup operations through legible founder intent, decision records, and a system of record over tool sprawl

Navigating the Risks in Leadership (playfulprogramming​.com). Leadership risks, care for people behind the screens, and navigating growth from engineer to VP with personal philosophy

🧭 Senior IC & Staff

Advice for New Principal Tech ICs (i.e., Notes to Myself) (eugeneyan​.com). Principals balance hands-on coding with technical vision, alignment across orgs, and mentorship across product, design, and engineering

What is a Principal Engineer at Microsoft? (newsletter​.techworld-with-milan​.com). Dejan Dundjerski discusses becoming Principal Engineer at Microsoft, Azure SQL MI replatforming, AI troubleshooting, and problem-solving mindset

The Last StaffPlus NYC: When the Role Outgrew Its Room (laconicwit​.com). Final StaffPlus NYC reflections on role maturity, mentoring, long-term impact, and the return of LDX3 with blurred IC/manager lines

The illegible nature of software development talent (elezea​.com). Explores how software development talent is often ill-understood and the factors that shape expertise and hiring outcomes

Your next staff engineer is one warm intro away (partly​.work). Staff engineers deliver immediate impact; near-network sourcing and leveraging existing connections beat cold outreach for top talent

Changing my mind on developer onboarding: code vs product (olshansky​.info). Onboarding engineers: shift from code setup to product usage, user accounts, and real production problems

🔧 Engineering Ops & DX

Interview with a new hosting provider founder (ntietz​.com). Diana builds Andromeda Industries / Gigabit.Host to deliver affordable, high-performance hosting using Proxmox, Temporal, Supabase, Next.js, TS, and Ansible

Building the Web that Moves Money: inside Web engineering at Revolut (medium​.com/revolut). Revolut's web engineering approach emphasizes secure, scalable, and fast web products with XP-inspired practices and a large ecosystem

Byte Happens interview with Matt Crampton - From Development to Management Innovating in Tech (mattcrampton​.com). Matt Crampton discusses his tech journey, Gigwalk, Headnote, AOL/Yahoo roles, and transitioning from engineering to management

Who Keeps the Lights On? (robbyonrails​.com). Planet Argon helps maintain Rails apps after launch, focusing on modernization, risk reduction, and long-term stability

Pycon NL: workshop: measuring and elevating quality in engineering practice - Daniele Procida (reinout​.vanrees​.org). Daniele Procida discusses defining, measuring, and elevating engineering quality at Canonical with a simple dashboard and human-facing methods

⚙️ Engineering Flow & Craft

Programming Bowls (stevedylan​.dev). Explores programming minimalism, ‘bowls’ like Next.js, dependencies, languages, and permacomputing through practical, privacy-focused choices

Avoid Complexity (elijahpotter​.dev). Strategies to reduce Harper's complexity: trim build steps, parallelize CI, drop non-essential optimizations, and streamline deployment

Developer Flow (leadership​.garden). Explores flow theory, blockers, and practical steps like 15% time, Flow Fridays, and flow-optimized tooling for engineers

The Fast Engineer Trap (digitalbunker​.dev). Slow down to ship with depth: curb fast-ship habits, value questions, tests, and edge-case checks over constant surveillance

Space for innovation, continuous things, and scaling yourself 💡 (refactoring​.fm). Explores piggybacking for tech capital, innovation intermissions, continuous delivery vs deployment, and scaling yourself

🧰 AI Infrastructure & Ops

Data and AI culture: How Nu’s philosophy became a competitive advantage (building​.nubank​.com). Nu's data and AI culture, Data Mesh, autonomy, and 100+ ML models powering customer-centric decisions

I want to see the claw (veekaybee​.github​.io). Advocates software mastery, humane collaboration, and beware of mediocrity in AI-assisted coding, citing Redis, cURL, uv, Ghostty, sqlite, and llama.cpp as exemplars

The AI concept that changed our company’s way of working (uxdesign​.cc). How a Product Playground and Infrastructure design reshape collaboration, design handoff, and rapid prototyping across teams using AI-enabled tools

🎧🍌 Building AI-Native Infrastructure for Developers with Erik Bernhardsson, Co-founder and CEO of Modal (thespl​.it). AI-native infrastructure with Erik Bernhardsson of Modal; GPU scarcity, consumption-based pricing, and startup culture insights

Engineering for the AI-Native Era : Office Hours with Calvin French-Owen (tomtunguz​.com). Intimate talk on building AI-native systems at scale with Calvin French-Owen, focusing on infrastructure, velocity, and tooling

🤖 AI-Native Engineering

Rapid web app development with Devin - A Developer’s Perspective by James Camilleri (blog​.scottlogic​.com). Explores agentic AI Devin vs Copilot for building a carbon-emissions web app, including ACU costs and deployment workflow

Generative Development (blog​.mgechev​.com). Generative development with agentic tools like Gemini CLI and Cursor speeds prototyping, focusing on output over initial code, browser-first experimentation, and top-down refinement

🔗 Good coding agent advice (steipete​.me). No-bs guide to agentic engineering: codex codex web, Claude Code, plan mode, subagents, MCPs, tmux, GitHub actions, and testing practices

ClaunkedIn (paritybits​.me). ClaunkedIn explores using Claude models for software planning, وهو includes internal piloting ideas, opt-in candidate scraping, and buzz-fizzing with open-to-work talent

How to Build Multi-Agent AI Systems That Actually Work in Production | Tyler Fisk (news​.aakashg​.com). Tyler Fisk demos production-ready multi-agent AI with TypingMind, CassidyAI, and Claude/Perplexity for Apple customer service

Claude Code is unreasonably good at building MVPs (brethorsting​.com). Claude Code accelerates MVP prototyping, collapsing idea-to-working-version time from weeks to hours for rapid user feedback

Hackertuah: From Idea to Top 20 on Hacker News in Record Time (kbr​.sh). Rust CLI Hackertuah for Hacker News browsing; AI-assisted development with Claude.ai, Cursor, and Claude Code, achieving Show HN success

My Engineering Workflow in CursorAI (codeaholicguy​.com). AI-accelerated software workflow using CursorAI with ai-devkit, MCP, and CLI prompts for faster engineering cycles

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