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Deeper theories of program design

A sharp teardown ofWindows vs. Unix file deletion semanticslands on this: Windows leans on read-write locks; Unix rolls with a looser, non-blocking vibe—more likeweakly-isolated DB transactions. It trades consistency for concurrency, dodging locks even if it means the rules get fuzzy. The post zoom.. read more  

Deeper theories of program design
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The great SQLite rewrite

Turso just dropped the alpha of itsRust-based SQLite rethink—rewritten from scratch to handle today’s mess:async APIs,built-in vector search, and actualconcurrent writes. Forget the old SQLite playbook. Turso’s version leans into modularity, bakes in deterministic tests, and still aims for SQLite-l.. read more  

The great SQLite rewrite
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How I Use Claude Code to Ship Like a Team of Five

Claude Code zips out Ruby functions, tests, and pull requests viaCLIprompts across multiplegit worktrees. It slays manual typing and ejects IDE plugins. It spins up ephemeraltest environmentsto replay bugs, pries open externalgemcode, and syncs branches, commits, and PRs in one go... read more  

How I Use Claude Code to Ship Like a Team of Five
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71% of Americans Say AI Could ‘Put People Out of Work Permanently’

Most Americans now see AI as a threat to their livelihoods, with71% fearing it could permanently wipe out jobs. The findings come from a new Reuters/Ipsos poll, which shows widespread anxiety across the US as AI threatens job security and challenges the future of employment. The World Economic Forum.. read more  

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Tiny Agents in Python: a MCP-powered agent in ~70 lines of code

A new demo walks through buildingTiny Agents in Python—just ~70 lines using theModel Context Protocol (MCP). No boilerplate. Just clean LLM-to-tool hookups with standardized agent configs. Agents plug into multiple MCP servers out of the box—from local filesystems to Playwright browsers—and handle .. read more  

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Context Engineering for AI Agents: Lessons from Building Manus

Failures make great teachers—especially for LLMs. Stuffing failed attempts right into the prompt helps agents recalibrate. It nudges their internal priors, cuts down on repeat mistakes, and sparks smarter behavior... read more  

Context Engineering for AI Agents: Lessons from Building Manus
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MCP Vulnerabilities Every Developer Should Know

MCP’s blowing up across platforms—but the security? Still sketchy. Think tool description injection. Botched OAuth. Open doors to supply chain attacks. The new MCP 2025-06-18 spec tries to clean house (no token passthrough, mandatory user consent), but most real-world setups either drag their feet .. read more  

MCP Vulnerabilities Every Developer Should Know
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Is GPT-5 really worse than GPT-4o? Ars puts them to the test.

OpenAI walked back its latest release after users flaggedGPT-5for sounding flat, hallucinating more, and losing creative spark. The fix? Rolling back to the friendlierGPT-4o. Head-to-head tests told a nuanced story:GPT-5nailed accuracy and structure across most prompts. But when the task called for.. read more  

Is GPT-5 really worse than GPT-4o? Ars puts them to the test.
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Building AI Products In The Probabilistic Era

Modern AI broke the rulebook. By spitting outstochastic outputs from unbounded inputs, it flipped software dev from a game of precision to one of probability. Old tools—funnels, SLO dashboards, crisp A/B tests—don’t quite fit anymore. They were built for systems that behaved. Today’s AI stacks mov.. read more  

Building AI Products In The Probabilistic Era
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Building an AI-Powered E-commerce Chat Assistant with MongoDB

freeCodeCamp dropped a new course that walks devs through building an AI-powered shopping agent from scratch. It ties togetherLangGraphfor orchestration,Geminifor reasoning, andMongoDB Atlasas the vector memory layer. The build covers aNode.js backend, aReact frontend, and wires inmulti-step agent .. read more  

Building an AI-Powered E-commerce Chat Assistant with MongoDB
A Magento 2 quote extension allows customers to request a quote for products or services they're interested in purchasing. This extension can be particularly useful for businesses that offer custom or bulk orders, as it allows customers to request a personalized quote rather than paying a fixed price.

With a Magento 2 quote extension, customers can easily add products to their quote request, specify quantities, and provide any additional information or requirements. Once the quote request is submitted, the merchant receives a notification and can review and respond to the request with a custom price quote.

This extension can help businesses streamline their sales process, as it eliminates the need for customers to negotiate prices via phone or email. It can also improve customer satisfaction by providing a transparent and flexible pricing model that meets their specific needs and budget.

By enabling clients to instantly get a product quote, you may increase user interaction and gather quality leads. The premium capabilities of the extension enable you to show the 'Add to Quote' button on particular categories so that clients can see the price estimates of several products at once. Customers who inquire about prices may also leave comments. The 'Add to Quote' button's text and background color can be customized.

Limit the 'Add to Quote' button based on customer groups. Additionally, you may choose to approve and respond to the appropriate quote requests by viewing them all in a single control panel. You may keep the admin and customers properly updated about changes to the requests using email settings.

Overall, a Magento 2 quote extension can be a valuable addition to any e-commerce store, providing an efficient and user-friendly way for customers to request custom or bulk orders and for merchants to respond with personalized quotes.

Features
Basic Qualities
Simply and readily Request for Quote form: Manage requests and enable email notifications

Premium Options
Make a 'Add to Quote' button available for categories.
Add several items to a quote request.
The 'Add to Quote' button can be customized.
Limit Requests for Quotes by Customer Groups
The "Request for Quote" form's comments section Customers can access quote requests in their accounts.