Tech and Startups 13-01-2026
U.S. investment trends, AI advancements at CES 2026, regulatory shifts in gene-editing
📣 Headlines
• U.S. firms like a16z, Accel and Sequoia led 2025’s most active investor list as Europe continues to gain ground in the evolving startup economy.
• At CES 2026, Nvidia showcased open-source Alpamayo models for Level 4 autonomous driving alongside a broader wave of CES AI announcements.
• AMD pushed on-device AI with Ryzen AI 400 Series PC processors amid a wave of new chips and AI devices unveiled at CES 2026.
• Investors are already calling 2026’s likely AI winners and losers, raising expectations for clear differentiation and distribution advantage.
• Anthropic expanded enterprise adoption as Allianz rolled out Claude Code and custom agents with regulatory-ready logging.
• Microsoft and PayPal introduced Copilot Checkout for in-chat purchases, signaling faster paths from conversation to conversion in consumer and commerce products.
• Meta’s $2B Manus tie-up may reshape go-to-market for Chinese AI firms as it drives some startups toward Singapore while tightening scrutiny.
• Aurora Therapeutics is betting gene-editing commercialization accelerates as it builds a CRISPR platform assuming regulators loosen constraints.
🔧 Company Engineering Blogs
Why We Use Separate Tech Stacks for Personalization and Experimentation (engineering.atspotify.com). Spotify separates ML personalization stacks from experimentation, using contextual bandits within ML and a separate Confidence experimentation toolchain
Scaling Sales Agents: Engineering Next-Gen AI for the Enterprise Era (engineering.salesforce.com). How Salesforce re-architected a single-agent Engagement Agent into a dispatcher-driven multi-agent system using queues, prioritization, and quotas
Why AI is pushing developers toward typed languages (github.blog). AI-assisted development drives demand for typed languages like TypeScript, boosting reliability and adoption across GitHub's ecosystem
Building a Global, Event-Driven Platform: Our Ongoing Journey, Part 1 (vinted.engineering). Global, event-driven platform shift: from monoliths to DDD-guided domain boundaries, events, and Saga-like orchestration at Vinted
⚖️ Tech Policy & Society
Pluralistic: Predistribution vs redistribution (Big Tech edition) (10 Jan 2026) (pluralistic.net). Predistribution versus redistribution of Big Tech, with Canada-focused policy ideas on data bans, anticircumvention repeal, and alternative app stores
You're being experimented upon (cooldudezone.substack.com). Alex Goldman critiques algorithmic moderation and Grok AI on Twitter/X, Elon Musk and Mark Zuckerberg, moderation era, 230, and platform experiments
Founders don’t need Europe. Europe needs founders. Urgently. (klinger.io). Founders don’t need Europe; EU–INC as regulation with a central registry for all companies, decoupled from tax and employment rules
2025 Internet Law Year-in-Review (blog.ericgoldman.org). Overview of 2025 Internet law trends: Section 230, TOS, AI regulation, age authentication, and global censorship impacts
Europe needs an independent tech infrastructure (thetangent.space). Europe must build an independent tech infrastructure, reducing dependence on US tech and embracing open, publicly-regulated alternatives
He was called a 'terrorist sympathizer.' Now his AI company is valued at $3B (sfstandard.com). Replit founder Amjad Masad, a Palestinian entrepreneur, defies Silicon Valley while building a $3B AI coding platform amid Gaza-war controversy
💸 Venture & Valuations
a16z: The Power Brokers (notboring.co). Deep dive into a16z’s $15B raise, its strategy, Databricks, and the firm’s market-shaping approach across tech and policy
🎧🍌 Kevin Hartz | Backing Teen Founders, Lessons from the PayPal Mafia (thespl.it). Kevin Hartz, PayPal Mafia insights, AI bubble, early teenage founders, and building Xoom, Eventbrite, and Sauron from PayPal learnings
Vital yet At Risk: How to build resilience in Pre-Seed financing in Africa (thebigdeal.substack.com). Pre-seed funding in Africa needs private-led, patient, and scalable public support to unlock early-stage startups and regional VC maturity
When There Isn't Quite a Market (capitalgains.thediff.co). Imperfect market efficiency from investor preferences and information costs across venture, equities, and derivatives
The Incredible Valuation Heights of the OpenAI "Constellations" (spyglass.org). OpenAI diaspora valuations surge past $1T including Anthropic, xAI, Ursa Major, and OpenAI itself, with potential future IPOs
Microsoft's Would-Have-Been $30B "Hackquisition" of OpenAI (spyglass.org). Microsoft nearly executed a $25–$30B OpenAI hackquisition in 2023, foreshadowing the ‘hackquisition’ model and IP rights dynamics
#27 CDTI: cómo financiar proyectos de I+D+i en 2026 (startupsoasis.substack.com). CDTI funding for I+D+i in 2026: NEOTEC, PID and LIC explained for startups and tech-led growth in Spain
🧾 Money, Fraud & Risk
Calling All Hackers: How money works (2024) (phrack.org). Hacker-turned-CEO explains money, finance basics, venture dynamics, and startup culture with crypto critique and market insights
Kontigo: Y Combinator's Venezuelan Sanctions Evasion Startup (fintechbusinessweekly.substack.com). Kontigo, a Venezuela-focused fintech in YC's Summer 2024 cohort, links to Maduro’s regime, uses JPMorgan via Checkbook to move USDC and bolívares
🚔 SEC Charges Software Company With Fraud (onlycfo.io). SEC charges VC-backed ComplYant with fraud over fake revenue, personal spend from VC funds, and falsified CPA credentials
🧩 Open Source Sustainability
Tailwind et l'IA : quand la popularité ne paie plus les factures (loud-technology.com). Tailwind CSS open-core model hits disruption as AI-driven demand drops revenue and prompts layoffs from Adam Wathan
The Hobbyist Maintainer Economic Gravity Well (softwaremaxims.com). Explores the economics of hobbyist maintainers, income instability, and the impracticality of full-time funding models in OSS
None (dbushell.com). Tailwind Labs faces layoffs as AI impact hurts revenue; developer Adam Wathan discusses docs traffic and open-source sustainability
Who maintains the maintainers? (coenjacobs.com). Open source maintenance realities: burnout, funding gaps, and the hidden work behind WordPress tools like Mozart and WooCommerce
🧠 Founder Psychology
Becoming a Cult Leader (investing101.substack.com). Zeitgeist, mindshare, and capital: a founder’s framework for becoming a standard bearer in mission-driven tech ventures
Many Heads, Not Many Hats: The Founder’s Identity Crisis (thebootstrappedfounder.com). Founder identity shift: multiple new heads, cognitive dissonance, and adapting from consulting to low-touch SaaS
Reflecting on 14 months of indie hacking - Building 7 projects and learning hard lessons (david.coffee). Indie hacker quits engineering management to build 7 projects over 14 months, exploring monetization, marketing, and consumer-focused SaaS
The 2026 Founder Urgency Index: Why Millennials and Gen Z Are Rushing to Launch (wearefounders.uk). Millennials and Gen Z rush to launch amid AI access and financial control, shifting from passion to practicality
The Architect (pawlean.com). Thoughts on moving from a ‘doer’ to an ‘architect’ in 2026, focusing on community, autonomy, and personal foundations with AI-enhanced workflows
Is building a business supposed to consume your life - even when you do everything right? (chiaracokieng.com). Explores why founders’ work consumes life despite tools, priorities, and systems, proposing a complexity-based model
How to Stop Resenting People Asking for More (dave-bailey.com). A founder coach explains the ‘100 Reasons’ exercise to curb resentment when others ask for more and set boundaries
🧑💼 Hiring & Team Practices
How I hire engineers (werd.io). Ben Werdmuller advocates hiring engineers for collaboration and communication, using take-home tests and structured panels over LeetCode-style metrics
Beyond the Financial Operating Plan: Establishing Your “Theme for the Year” (patricksalyer.substack.com). How a company-themed narrative, like #GigyaLeads, motivates teams beyond pure financial targets
Async vs. Sync Communication: A Guide for Remote Engineering Teams (beontech.wpengine.com). Balancing async and sync communication for remote engineering teams to reduce bottlenecks and boost delivery velocity
Differences Between Lead Roles and How to Find Your Right Path (newsletter.eng-leadership.com). Overview of four lead roles (Tech Lead, Team Lead, Engineering Manager, Architect) and how to choose a path with pros/cons and Notion template guidance
The Engineer to Executive Translation Layer (annashipman.co.uk). Practical guide for engineers to translate proposals for executives, focusing on user needs, business outcomes, and concise one-page briefs
Hiring (and Firing) Criteria (aman-agarwal.com). Hiring and firing criteria emphasize culture, heart of a teacher, and handling dysfunctions within teams
🏢 Scaling Org Reality
What Your Software Engineering Job Buys You (newbry.bearblog.dev). Explores remote contracting, big tech benefits, small tech tradeoffs, and indiepreneurism for software engineers
Common misunderstandings about large software companies (philipotoole.com). Understanding why coordination, executive input, and risk-focused process arise in large software firms like Google and Nortel, with context on meetings and bureaucracy
What are you optimizing for? (blog.danielna.com). Career decisions hinge on personal optimization goals, balancing stability, growth, compensation, and leadership alignment
Short Stints, Real Experience: Rethinking Career Tenure (eric.mann.blog). Tech hiring bias toward long tenure; short stints reflect layoffs and strategic moves, not lack of commitment
How to Navigate Rapid Growth (sloanreview.mit.edu). Growth-era integration hinges on shared language, identity, and a culture of dissent to unite early joiners and newcomers
📈 Sales & Revenue Ops
Startups I Didn't Start: Pipeline Optimizer (faingezicht.com). Explores pipeline optimization in enterprise sales using queuing theory, ROI, and early AI decisioning within RevOps and data engineering
The Rise of Revenue-First Operations (webhosting.today). Revenue-first ops trends and tools shaping SaaS growth, including analytics, automation, and leadership strategies
Unf*ck Your Sales (rasulkireev.com). Practical B2B sales framework focusing on reach, resonance, timing, and trust using inversion and the Theory of Constraints
🧰 Devtools & Platform Building
What devtools founders making $100M+ ARR told me in San Francisco (evilmartians.com). Devtools founders from Sentry, WorkOS, Resend, PlanetScale, Chroma, Mastra share DX-focused strategies and user-centric product lessons
Open APIs Are Over (tomtunguz.com). AI accelerates incumbents to defend stacks as open APIs tighten, with Salesforce, Datadog & Epic locking data and enabling end-to-end platform competition
Ambassador Product Roadmap: Building the System Behind the Flywheel (getambassador.com). Ambassador 2026 roadmap detailing HiroAI orchestration, unified feedback systems, automation, and enterprise-scale growth across channels
Marathon Row (slightknack.dev). Rowing 26.2 miles sparks talk on Affetto, a Wasm-based distributed runtime, open-source ethos, and starting a meaningful, privacy-preserving company
What a Platform Engineer Is (and why it’s basically DevOps with a sharper purpose) (chris.funderburg.me). Platform Engineering blends DevOps with a product mindset, expanding to data, ML, and AI infrastructure using IaC, CI/CD, Kubernetes, and observability
🧪 PMF & Product Strategy
25 Things I Believe In to Build Great Products (creatoreconomy.so). PM lessons from Roblox, Reddit, Amazon, and Meta emphasize speed, focus, user feedback, and anti-committee decision making
The Cold Start Problem (read.thecoder.cafe). Explore network effects, atomic networks, and the Tinder college strategy to solve the cold start problem with minimal initial users
The Value Pyramid as a Way to Structure and Define Your Offerings (skmurphy.com). Value Pyramid guides startups in tiered offerings to reduce risk, validate demand, and grow revenue aligned with customer urgency
Fast-track product validation using AI (aiacceleratorinstitute.com). Rapid product validation with AI; rapid prototyping, feedback analysis, hypothesis testing, and customer validation using Claude, ChatGPT, Loveable, and Figma AI
How to make Scalable Product Decisions (productify.substack.com). Scalability-minded product decisions, extensibility, defaults, versioning, composability, and progressive disclosure for future growth
Dashboard or pipes? (alearningaday.blog). Be clear why you exist and measure what matters; classify products as dashboards or pipes to guide growth, UI, and infrastructure
Building Startups that Last (Part 2 of 5): The Two NECESSARY Company Traits to Win (sachinkamdar.com). Persistence and speed are the two must-have traits for startups to win, balancing momentum with runway
📚 References & Takeaways
Three references for aspiring entrepnrenuers (olshansky.info). Three references for aspiring entrepnrenuers: PMF, first customer, and zero-to-one product lessons
Product Growth’s 2025 Year in Review: Your Complete AI PM Course, PM MBA & Career Roadmaps (news.aakashg.com). Comprehensive AI PM & PM roadmaps, 90 deep-dives, 70 podcasts, and MBA-style curricula organized by MBA-like departments
Twenty One Lessons From Google (irreal.org). A concise look at non- technical life lessons from Addy Osmani’s seven+ years at Google, touching on abstractions, on-call burdens, and software craft
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