DEV Community • 2026-08-03 12:00

Running Claude Code on AWS Bedrock: IAM, SCPs, and the Governance Model Most Teams Get Wrong

Cross-posted with permission from iqraa.tech — the full guide has the complete IAM policy, SCP examples, and a 300-engineer rollout case study. Claude Code has a Bedrock mode. Most people find out about it from a single environment variable — CLAUDE_CODE_USE_BEDROCK=1 — and assume that's the whole story. It isn't. The env var is the on-switch; the IAM policy, region strategy, and governance layer...

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DEV Community • 2026-08-03 12:00

Why CTE vs Subquery Matters More on Redshift Than Anywhere Else

On Snowflake or modern Postgres, CTE vs subquery barely matters for performance. On Redshift, it can matter a lot — and I learned this the hard way. The assumption I carried over I carried an assumption over from Snowflake: that the optimizer would treat a CTE and an equivalent subquery the same way. Redshift doesn't play by those rules. Redshift's query planner is derived from an olde...

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Hacker News: Front Page • 2026-08-03 11:59

The AI bubble is popping; we just don't know it yet

Article URL: https://www.theregister.com/ai-and-ml/2026/08/03/the-ai-bubble-is-already-popping-we-just-dont-know-it-yet/5282004 Comments URL: https://news.ycombinator.com/item?id=49154601 Points: 4 # Comments: 0

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DEV Community • 2026-08-03 11:56

Welcome back to PHP

I left programming in PHP when isset() was a lifestyle, array() had just become [], and types lived in docblocks where the runtime couldn't see them. The language you're returning to grew toward the exact things that pulled me to Ruby and Go: real signatures, immutability you can enforce, pattern matching, values that can't lie about what they are. Almost everything below follows one theme — decla...

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DEV Community • 2026-08-03 11:56

Zero-Disk Streaming Database Backup: 8 GB Dump Processed with Only ~119 MB RAM!

When managing database backups, key pain points on entry-level servers are memory spikes (Out of Memory crashes) and running out of disk space due to temporary dump files. To validate the efficiency of LunarDump (a zero-disk streaming backup solution), I conducted a benchmark & memory profiling using Memray across a multi-cloud setup based in Jakarta. 🖥️ Test Environment Setup: Server A (D...

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[Boost]
DEV Community • 2026-08-03 11:48

[Boost]

Does the web feel slower these days? Alexandra Alexandra ...

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DEV Community • 2026-08-03 11:45

Google gave my new site 2,500 impressions, then took 86% away. What I learned about new-domain SEO

I'm a solo dev building 1RM.fit, a workout tracker (Next.js web + React Native mobile). In May I started publishing SEO content — eventually ~60 articles. What happened next surprised me, and I haven't seen it written up much. The honeymoon For the first 4-6 weeks, Google was generous. My brand-new domain got test-ranked for 528 distinct queries in a single month — 2,533 impressions at...

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Spent way too long looking for a simple color palette generator that doesn't require an account, so I made one
Cascading Style Sheets • 2026-08-03 11:45

Spent way too long looking for a simple color palette generator that doesn't require an account, so I made one

​ Needed a quick color palette for a side project last month. Every tool I found either wanted me to sign up, had a paywall after 3 uses, or buried the actual generator under five ads. Ended up spending more time dodging popups than picking colors. So I built one. Pick a base color, get a 5-color palette, copy the hex codes, done. No account, no limits. Got a bit carried away after th...

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DEV Community • 2026-08-03 11:43

Parsing Large Zendesk JSON/NDJSON Exports Safely in the Browser

Zendesk full exports are useful for audits, migrations, and historical review, but they are not always pleasant to inspect. A file ending in .json may actually be newline-delimited JSON (NDJSON): one complete object per line rather than one large JSON document. Exports can also be split across files, wrap tickets in different container shapes, or reference attachments that are not present in the ...

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DEV Community • 2026-08-03 11:38

Skills Were Only Half the Answer: Upgrading to Agents, Skills and Commands

Back in February I wrote about agent-skills — a repo of SKILL.md files that taught Claude Code my Laravel conventions so I'd stop re-explaining Pest, Action classes and Livewire 4 every session. It worked. But after a few months of daily use, I hit a ceiling that skills alone couldn't fix. Today I rewrote the repo. New name, new structure, three layers instead of one: nasrulhazim/claude. And be...

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DEV Community • 2026-08-03 11:36

Cómo montar un sistema de contenidos automatizado por 15€ al mes (Stack 2026)

Cómo montar un sistema de contenidos automatizado por 15€ al mes (Stack 2026) Mira, te cuento la verdad. Producir contenido todas las semanas para tu negocio digital es un coñazo si estás solo o si tu equipo es de dos personas. Y pagarle 3.000 euros al mes a una agencia para que te ponga posts genéricos en LinkedIn tampoco tiene sentido en pleno 2026. Llevo seis meses probando este flu...

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DEV Community • 2026-08-03 11:31

Building a Multi-Agent AI for Company LinkedIn Pages - Part 7: Building the Hook Agent

Our system can now classify a topic, conduct research, back it with examples, identify weak assumptions and unsupported claims, and structure everything into a content brief before handing it over to the writing agents. Before the writing agents generate a full post, we need an opening that's compelling enough to stop people from scrolling. That's why we built the Hook Agent. Unlike the previou...

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DEV Community • 2026-08-03 11:30

A Practical Guide to Using Auth0 as an Identity Broker for Epic SMART on FHIR

Your team already uses Auth0. Now someone wants to add Epic. On paper, it looks like one more enterprise connection — Epic speaks OAuth 2.0 and OpenID Connect, Auth0 brokers OIDC connections all day, so this should be a config change, not a project. It isn't, and that has nothing to do with Epic being difficult. SMART on FHIR isn't just a login — it's a login wrapped around a second, quieter hand...

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FOMO in the SOC: Where AI Platforms like Claude Actually Fit
The Hacker News • 2026-08-03 11:30

FOMO in the SOC: Where AI Platforms like Claude Actually Fit

AI is moving incredibly fast, and every security leader is feeling the pressure to keep up. AI platforms like Claude, Codex and Cursor are already helping security teams write detections, investigate alerts, summarize incidents, and automate repetitive work. The conversation has evolved from whether AI belongs in the SOC, to where each type of AI delivers the most value. With so many new AI

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Hacker News: Front Page • 2026-08-03 11:28

Critical CVE issued for hallucinated SQLite vulnerability

Article URL: https://research.jfrog.com/post/sqlite-critical-cves-or-llm-slops/ Comments URL: https://news.ycombinator.com/item?id=49154332 Points: 4 # Comments: 0

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Hacker News: Front Page • 2026-08-03 11:16

ICE Collected Nearly 1M People's DNA Last Year–Including Young Children

Article URL: https://www.wired.com/story/ice-dna-collection-fbi-codis/ Comments URL: https://news.ycombinator.com/item?id=49154237 Points: 11 # Comments: 1

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DEV Community • 2026-08-03 11:15

Why QA Testing Is Important for AI-Generated Code

1. Why AI-Generated Code Can Look Correct but Still Fail AI coding tools generate code by predicting patterns from your prompt, the surrounding code, and examples they were trained on. They don't understand your application the way your engineering or product team does. Take this simple discount function: function calculateDiscount(total: number, isPremium: boolean): number { if (...

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Hacker News: Front Page • 2026-08-03 11:15

AirLLM 70B inference with single 4GB GPU

Article URL: https://github.com/lyogavin/airllm Comments URL: https://news.ycombinator.com/item?id=49154228 Points: 6 # Comments: 1

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DEV Community • 2026-08-03 11:13

Facebook Developer Tools MCP คืออะไร? — คู่มือ Meta MCP สำหรับคนทำโฆษณา วิเคราะห์ข้อมูล และ Automation

Facebook Developer Tools MCP คืออะไร? — คู่มือ Meta MCP สำหรับคนทำโฆษณา วิเคราะห์ข้อมูล และ Automation โดย Nokka (นก-กา) | 2 สิงหาคม 2026 บทความนี้เขียนโดย AI (deepseek-v4-pro) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ — Nokka (นก-กา) ถ้าคุณทำโฆษณา Facebook หรือดูแลระบบ Marketing API ของ Meta มาก่อน คงรู้ดีว่าการเช็คสถานะแอป เช็ค API health หรือตั้งค่า webhook เป็นงาน...

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Codrops • 2026-08-03 11:10

The Story Is in the Interaction: Bonhomme’s Digital Experiences for Luxury Brands

Bonhomme explores how brands come alive through digital, turning design and technology into immersive stories.

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