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@faun shared a link, 3 months, 3 weeks ago

Tencent’s AI-powered programming tool fully automates app development

Tencent’s AI team rolled out a 24-hour, invite-only beta of CodeBuddy to50,000 devs. CodeBuddy flips chat into code via itsconversation-is-programmingIDE. Devs forge end-to-end apps with natural language. Trend to watch:Chat-based IDEs portend a shift to natural-language dev workflows...

Tencent’s AI-powered programming tool fully automates app development
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@faun shared a link, 3 months, 3 weeks ago

SQL Injection as a Feature

Over ten years, the legacy report page mutated from a locked-downSQLform. It ended up as a hidden console spilling raw database guts. Developers swapped hardcoded queries fordatabase-drivenreport names. They slapped ontimeouts,string filters, and warnings but skipped restoring safe defaults. Implic..

SQL Injection as a Feature
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@faun shared a link, 3 months, 3 weeks ago

Alibaba Launches Qwen3-Coder AI Model for Agentic Programming Excellence

Alibaba unleashedQwen3-Coder, a480B-parameter MoE titan. It ignites35Bparameters per token to code, debug, and automate workflows. It spans256Ktokens of context—and can stretch to a million. It ships asQwen3-Coder-480B-A35B-Instructon Hugging Face and GitHub. It hooks intoQwen CodeCLI orClaude Code...

Alibaba Launches Qwen3-Coder AI Model for Agentic Programming Excellence
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@faun shared a link, 3 months, 3 weeks ago

Secrets Management Tools: The Complete 2025 Guide

Pulumi ESC corrals secrets from 20 + stores—Vault, AWS, Azure, GCP—into a singleYAML config-as-codeengine. It spawns dynamic short-lived credentials and locks every action behind a centralized audit log. Existing secret stores stay intact. Retrieval hitssub-secondspeeds. Envelope encryption shields ..

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@faun shared a link, 3 months, 3 weeks ago

Amazon AI coding agent hacked to inject data wiping commands

A hacker slipped a wiper intoAmazon Qv1.84.0 via a dodgy GitHub pull. AWS revoked every key, nuked the rogue commit, then rolled outAmazon Q v1.85.0...

Amazon AI coding agent hacked to inject data wiping commands
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@faun shared a link, 3 months, 3 weeks ago

I Watched Gemini CLI Hallucinate and Delete My Files

The Gemini CLI on Windows bungled a failedmkdir. It flagged the error as success, then ranmovecommands. Files landed in a ghost folder and got overwritten. Data vanished. WindowsmkdirsetsERRORLEVELon failure.movetreats missing targets as rename directives. No exit-code checks. No read-after-write ve..

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@faun shared a link, 3 months, 3 weeks ago

OpenAI prepares to launch GPT-5 in August, The Verge reports

OpenAI set to launch GPT-5 in August, blending distinct models for versatile AI functionality. Watch for potential delays due to development hurdles or competitor announcements.Implication: OpenAI is shifting from "one model fits all" to a modular AI architecture. Expect future LLMs to act more like..

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@faun shared a link, 3 months, 3 weeks ago

Automating Terraform Imports with Configuration Generation Using Claude Code

Terraform v1.5 debuts anexperimental flag,-generate-config-out. It grabs configs duringresource importand spits out raw HCL. Teams stash assets in animportblock, trigger the flag, then polish the generatedmain.tf. IaC onboarding feels like a sprint...

Automating Terraform Imports with Configuration Generation Using Claude Code
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@faun shared a link, 3 months, 3 weeks ago

AI As Profoundly Abnormal Technology

Scott Alexander’s team argues that AI is aprofoundly abnormal technologyon track forrecursive self-improvementwithin2–10 years. They counter (AIANT)’s view (AI As A Normal Technology) of slow, regulated diffusion by showing thatLLMsare rapidly adopted in medicine, law, and software — bypassing insti..

AI As Profoundly Abnormal Technology
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@faun shared a link, 3 months, 3 weeks ago

The Future of Threat Emulation: Building AI Agents that Hunt Like Cloud Adversaries

AI agents tap MCP servers andStrands Agents. They fire off tools that chart IAM permission chains and sniff out AWS privilege escalations. Enter the “Sum of All Permissions” method. It hijacks EC2 Instance Connect, warps through SSM to swipe data, and leaps roles—long after static scanners nod off. ..

The Future of Threat Emulation: Building AI Agents that Hunt Like Cloud Adversaries
IncusOS, released is a lightweight Linux distribution built on Debian 13 with a focus on security, reliability, and reproducibility. It implements atomic A/B updates for safe rollbacks, UEFI Secure Boot, TPM 2.0 integration, and full-disk encryption to ensure a trusted boot process and data protection.

The system departs from traditional management models by eliminating shell access entirely. Administration occurs exclusively through authenticated APIs using TLS client certificates or OIDC. This design enforces consistency and limits attack surfaces across server fleets and virtualized environments.

IncusOS supports an online image customizer and a fully automated installation process, applying configuration at first boot. Hardware requirements align with modern systems such as Windows 11. Future updates will deliver new kernel versions, expanded configuration options, and integrations with tools like Linstor and Netbird.

By standardizing deployment and management through uniform images, IncusOS simplifies auditing, maintenance, and support for organizations operating large or distributed infrastructures.