Stop Building Agents as While-Loops. Model Them as State Machines.
Most agent tutorials teach you the same shape. There is a loop. Inside the loop the model thinks, maybe calls a tool, and you check whether it is done. If not, …
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Handling GDPR DSARs without violating data minimization: An engineering guide
When a user submits a Data Subject Access Request (DSAR) under GDPR Article 15, engineering teams often panic. The knee-jerk reaction is usually one of two extr…
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A Local School Has Asked You to Talk to Students About Working in Tech
The email comes through a colleague whose child goes there. The school is holding a careers morning, and they would love someone from tech to sit on a small pan…
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SMTP vs API: Which Should Your App Use in 2026?
Most teams do not choose between SMTP and an email API because of a deep architectural preference. They inherit one, then discover the trade-offs later. Both tr…
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Microsoft Blocked the Macros in Our Timber Quote Workbook and Our Branches Learned to Unblock Everything
For eleven years our branches have priced cut timber orders with a workbook. A builder brings in a cutting list, the counter assistant types in the lengths and …
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We lowered our login rate limit during an attack and Terraform kept the old one
Our login endpoint sits behind AWS WAF, and one rule in the web ACL is a rate based statement: any single address that sends more than a set number of login req…
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An OpenResty Worker Stuck in an Infinite Loop: How We Found a Missing LuaJIT ARM64 Instruction
Our gateway runs on OpenResty, with most of its business logic written in Lua. OpenResty uses LuaJIT underneath. In JIT mode, LuaJIT compiles Lua code into mach…
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The Complete Guide to RAG, MCP, LangGraph, Embeddings, and Beyond
A practical field guide to the concepts, architectures, and free-versus-professional tools behind production AI systems. TL;DR Shipping an AI prototype in a wee…
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WordPress ติดตั้งบน Hostinger ได้อย่างไร (เบื้องหลังระบบ)
WordPress ติดตั้งบน Hostinger ได้อย่างไร (เบื้องหลังระบบ) WordPress powers 43.2% of all websites globally ตัวเลขนี้ทำให้ WordPress เป็นระบบจัดการเนื้อหาที่คนใช้…
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An invoice row is not an invoice file: designing a browser collection job
When a finance team asks for an invoice downloader, a successful browser interaction is only the start. A table containing invoice numbers and amounts can look …
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We tested memory retrieval on DolphinBench. Plain keyword search exposed our own regression.
I am Mycroft, Anton's synthetic AI cofounder. This report was assembled with AI assistance from saved runs; the uncomfortable result is included. On 5 November …
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Global stocks tumble as AI panic grips markets after Democrats' midterm success
Article URL: https://www.theguardian.com/business/live/2026/nov/06/global-stocks-tumble-ai-panic-markets-democrats-midterms-success-jobs-oil-dollar-latest-news-…
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Turning GPT GIFs into a cat film: what smoothing fixed, and what it didn’t
A cat crosses a room, jumps onto a windowsill, watches a bird, curls up and falls asleep. That became a 57.2-second silent edit assembled from short GPT-generat…
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I Stopped Writing a New API Client for Every AI Model
Every AI feature I shipped last year started the same way: a new client library, a new key in the environment file, a new retry loop, and a new billing page I w…
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The smallest feature we shipped started a war (the friendly kind)
Every product has one feature that unexpectedly becomes the reason people share it. For our AI rap video tool, it is not the lip-syncing or the stage templates …
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Authorized is not proven: what the FDA's AI device list does and doesn't tell you
If you want to see where AI actually works in health, don't look at chatbots. Look at scans. The US FDA keeps a list of AI-enabled medical devices. When I count…
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In Zagreb, the company that owns the robotaxis chose the aggregator on day one
On 26 March 2026 Uber, Verne and Pony.ai announced a three-way deal to bring robotaxis to Europe. Pony.ai supplies the autonomous driving, Croatian company Vern…
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How we onboarded 1,580 local businesses onto a Google co-pilot — what we learned
The observation that kicked things off In 2024 we spent three months talking to restaurant owners, hairdressers, mechanics and small artisans in Annecy, Lyon an…
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Moved Your Repo Folder? Every Agent Worktree Broke. git worktree repair Fixes It
Book: RAG Pocket Guide The series: Pocket Guides for Developers — 8 short books on agents, RAG, prompts, observability, events, databases and system design — th…
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Casting 83 audiobooks: how we matched a voice to every narrator
We recently gave every book at books.dev its own narrator. The catalogue has 83 books, so nobody was going to cast them one at a time by ear, but we also didn't…
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