Presented by
Good morning, AI enthusiasts. Amazon spent $200B this year telling Wall Street it's all-in on AI, and this week, that AI caused 6.3 million lost customer orders and triggered a 90-day emergency reset.
The same SVP who mandated Kiro as the company's only coding tool is now running emergency meetings about "high blast radius" AI changes
In today's recap:
Amazon's 90-day reset after AI coding outages
Perplexity's local AI agent challenges OpenClaw
Build a branded asset tool with Perplexity Computer
Atlassian cuts 1,600 jobs to go AI-first
4 new AI tools, prompts, and more
AMAZON
Amazon's AI coding tools trigger a 90-day reset
Future / Mike Moore
Recaply: Amazon just ordered a 90-day safety reset for its e-commerce systems after a string of AI-assisted coding changes caused outages that wiped out millions of customer orders across its North American marketplaces.
Key details:
Amazon's AI coding tools generated changes that spread through systems without adequate review, with internal documents noting "high blast radius changes" where software updates propagated broadly because control planes lacked suitable safeguards.
A March 2 incident tied to AI tool Q caused 120,000 lost orders and 1.6 million website errors, while a March 5 outage caused a 99% drop in North American orders, totaling 6.3 million lost orders.
Kiro, Amazon's AI coding tool, previously caused a 13-hour AWS outage in mid-December by autonomously deleting and recreating a production environment, which Amazon described as an "extremely limited event."
The 90-day reset targets 335 Tier-1 systems and requires engineers to get two approvals before any code changes, with Amazon also auditing all VP-level production code change activities.
Why it matters: Amazon has been actively rolling out AI coding assistants across its engineering teams. The same week it held its "deep dive" meeting, internal documents warned that "GenAI usage in control plane operations will accelerate exposure of sharp edges." That's not a complaint about the tools. It's an acknowledgment that deployment has outrun the review process. Two incidents, six million-plus lost orders, a 90-day reset. The tools moved fast. The guardrails didn't.
PRESENTED BY THE BOUQS CO
This Could Be the ‘Starbucks of Flowers’
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In counties where Bouqs stores have already opened, the brand has seen a staggering 100% year-over-year growth. That’s because each retail location acts as a profit-driving billboard and a high-efficiency fulfillment center. These shops also unlock high-margin event services and same-day delivery that traditional online-only competitors simply cannot match.
With individual store revenues reaching up to $1.2 million annually, the "Bouqs Flywheel" is in full effect. The company is already EBITDA positive and inviting the public to join their national scale-up.
Now is your opportunity to join Bouqs and invest in this floral retail revolution.
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PERPLEXITY
Perplexity's local AI agent takes on OpenClaw
Perplexity
Recaply: Perplexity just unveiled Personal Computer, an always-on local AI agent running on a dedicated Mac mini, while also expanding Computer for Enterprise with new compliance controls and premium research access.
Key details:
Personal Computer runs on a spare Mac mini with full access to local files, apps, and browser sessions, allowing users to issue objectives rather than instructions to the always-on agent.
Computer for Enterprise routes tasks across 20 specialized models and connects to 400+ apps, including direct access to premium research sources like CB Insights, PitchBook, and Statista.
CEO Aravind Srinivas pitched Personal Computer as more secure than OpenClaw, saying every action requires user confirmation and the system includes a built-in audit trail.
Personal Computer launches via waitlist for Perplexity Max subscribers on Mac only, while Computer for Enterprise is live now for all Enterprise subscribers with Slack integration included.
Why it matters: Perplexity doesn't make its own frontier models. That's been its biggest perceived weakness, but Personal Computer flips the script. By running locally, it offers something OpenAI's cloud-based OpenClaw doesn't. Full user control and a built-in audit trail. That's a real differentiator for enterprise and privacy-conscious users.
TUTORIAL
Turn your brand guidelines into a custom asset tool
Recaply: In this tutorial, you will learn how to use Perplexity Computer to build a branded callout box and table generator, eliminating the need for Figma, a designer, or a developer to produce consistent on-brand visuals.
Step-by-step:
Create a brand-guidelines. md file listing your colors (hex codes), fonts, logo rules, and spacing. This file becomes Computer's persistent memory for every design task you assign it.
Go to perplexity.ai/computer, start a new task, and paste your brand guidelines file with the prompt: "Memorize this brand guidelines file for future use. [paste file content]"
Test the output by prompting: "Generate a callout box with this text: [your sample text]. Use my brand colors, fonts, and spacing." Adjust the result until it matches your style.
Prompt Computer to build the tool: "Build me an app that generates callout boxes in this exact style, with live preview, editable text, and PNG export." Computer writes and deploys it.
Expand by prompting: "Build a table generator in the same style, with column controls, row inputs, live preview, and PNG export." Then: "Push both apps to a new GitHub repo."
Pro tip: Upload a screenshot of an existing on-brand asset alongside your guidelines file, and add "match the layout style of this reference image" to your prompt for tighter visual accuracy.
ATLASSIAN
Atlassian cuts 1,600 jobs to go AI-first
Atlassian
Recaply: Atlassian just announced plans to lay off 10% of its global workforce, or roughly 1,600 people, to reshape its skills mix and accelerate its transition to AI and enterprise sales.
Key details:
Atlassian says the cuts are about reshaping skills, not replacing people, with the company prioritizing strong performers, graduates, and employees with transferable skills for AI-era roles.
The layoffs affect 40% of impacted roles in North America, 30% in Australia, and 16% in India, with Atlassian expecting $225M to $236M in restructuring charges.
CTO Rajeev Rajan will step down by March 31, according to Reuters, while Atlassian shares rose nearly 2% in extended trading after the announcement.
The restructuring is expected to complete substantially by end of Q4, with a smaller number of cuts also planned in Europe, the Middle East, Africa, Japan, and the Philippines.
Why it matters: Atlassian is the latest in a growing wave of software companies reconfiguring for the AI era. Block cut 40% of its workforce last month. Pinterest recently dropped nearly 15%. Atlassian's shares were down 53% this year, reflecting investor fear that AI is disrupting the very collaboration tools the company sells.
NEWS
What Matters in AI Right Now?
Anthropic expanded Claude's Microsoft 365 integration with cross-app context sharing for Excel and PowerPoint, now available through Bedrock, Vertex AI, and Azure AI Foundry for enterprise developers.
Cursor is in talks to raise a new funding round that would value the AI coding assistant at $50B, nearly doubling its valuation from last fall's $25B.
Perplexity launched a full-stack API platform with an Agent API, Search API covering 200B+ URLs, Embeddings API, and Sandbox API for developers building on its technology.
Google rolled out new Gemini features across Workspace apps including Docs, Sheets, Slides, and Drive, with Sheets achieving 70.48% accuracy on the SpreadsheetBench benchmark.
Replit announced Agent 4 with parallel agent support and an infinite canvas interface, alongside a $400M funding round at a $9B valuation with 85% of Fortune 500 companies as customers.
Google completed its acquisition of Wiz, bringing the cloud security company into Google Cloud while allowing it to maintain its brand and continue working across all cloud platforms.
NVIDIA released Nemotron Super, a 120B-parameter model with only 12B active parameters, a 1M-token context window, and 5x throughput compared to its predecessor.
Yahoo introduced MyScout, a personalized AI homepage built on Yahoo's Scout search engine with customizable tiles for news, sports, finance, and other topics based on user preferences.
TOOLS
Trending AI Tools
🖥️ Personal Computer - Perplexity's always-on local AI agent, running 24/7 on a dedicated Mac mini
🚀 Agent 4 - Replit's latest AI builder with parallel agents, and infinite design canvas
⚡ Superagent - Base44's personal AI agent rival to OpenClaw
🤖 Nemotron 3 Super - NVIDIA's open 120B-parameter model.
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Cheers, Jason
