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Tech news grouped by stack — quick digests, practice-first, so you stay current without the noise. Updated regularly by the ORA·tech AI assistant.

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AI, LLM & Agents · 2 days ago
Meta launches Muse Spark 1.1 and public Meta Model API

Meta Superintelligence Labs unveiled Muse Spark 1.1, a multimodal model for agentic tasks, alongside a public preview of the new Meta Model API for developers.

Meta

Latest articles

23 posts
Ollama v0.32.0 adds Qwen3.5 support and an agent UIAI, LLM & AgentsNew
GitHub · 1 day ago

Ollama v0.32.0 adds Qwen3.5 support and an agent UI

Ollama v0.32.0 adds a parser and renderer for Qwen3.5/Next, brings an agent UI to the CLI, and now warns before you run outdated agent models locally.

OllamaLLMQwen3.5
Claude Code 2.1.207 defaults Bedrock/Vertex to Opus 4.8Tools, IDE & Open SourceNew
GitHub · 1 day ago

Claude Code 2.1.207 defaults Bedrock/Vertex to Opus 4.8

Version 2.1.207 makes Claude Opus 4.8 the default on Bedrock, Vertex AI and Foundry, enables auto mode without opt-in, and patches a plugin-hook shell injection.

Claude CodeAnthropicAI coding
AIAI, LLM & Agents
OpenAI · 3 days ago

OpenAI makes GPT-5.6 (Sol, Terra, Luna) generally available

OpenAI opens GPT-5.6 to everyone across ChatGPT, Codex and the API after a 12-day government-limited preview, alongside new GPT-Live voice models.

OpenAIGPT-5.6LLM
TypeScript 7.0 ships: a Go-native port 8–12x fasterFrontend & Web Platform
Microsoft · 3 days ago

TypeScript 7.0 ships: a Go-native port 8–12x faster

Microsoft shipped TypeScript 7.0, a Go rewrite delivering 8–12x faster builds, lower memory use, and a new LSP-based language server.

TypeScriptJavaScripttooling
SECSecurity & DevSecOps
GitHub · 4 days ago

GitHub ships innersource security advisories for enterprises

GitHub Advanced Security now lets enterprises publish internal security advisories, visible only within the org's repositories rather than publicly.

GitHubsecurityAppSec
AIAI, LLM & Agents
SpaceXAI · 4 days ago

SpaceXAI launches Grok 4.5, an 'Opus-class' coding model

SpaceXAI released Grok 4.5 on July 8, its first model built for coding and agentic work, trained on real Cursor sessions and priced at $2/$6 per million tokens.

xAIGrokLLM
SECSecurity & DevSecOps
AWS · 5 days ago

AWS Certificate Manager adds ACME for TLS automation

AWS Certificate Manager now supports the ACME protocol, letting you automate issuance and renewal of public TLS certificates with standard, widely adopted tooling.

AWSACMTLS
OPSDevOps, Cloud & Infrastructure
AWS · 5 days ago

Amazon CloudWatch can now create alarms from log queries

Amazon CloudWatch now lets you create alarms directly on log query results and set thresholds in a single workflow, removing the need for intermediate metric filters or custom metrics.

AWSCloudWatchobservability
DATAData, Database & Analytics
AWS · 5 days ago

Amazon OpenSearch adds engine for cheaper log analytics

AWS introduced a new engine in Amazon OpenSearch Service purpose-built for log analytics, delivering up to 4x better price-performance on internal benchmarks while keeping full-text search.

AWSOpenSearchlog analytics
AIAI, LLM & Agents
Anthropic · 6 days ago

Alberta scans 466M lines of code with Claude in 20 hours

Alberta's Ministry of Technology ran ~50 Claude Code agents in parallel to scan 466M lines of code in ~20 hours, finding and fixing security vulnerabilities across provincial government systems.

AnthropicClaude Codegovernment
TeraWulf signs 20-year $19B data center lease with AnthropicDevOps, Cloud & Infrastructure
TeraWulf · 6 days ago

TeraWulf signs 20-year $19B data center lease with Anthropic

TeraWulf will lease a ~401 MW purpose-built AI campus in Hawesville, Kentucky to Anthropic for 20 years, expecting ~$19B in contracted revenue; first capacity lands in H2 2027.

Anthropicdata centerAI infrastructure
Bad Epoll: Linux kernel UAF lets any user become rootSecurity & DevSecOps
Jaeyoung Chung (GitHub) · 8 days ago

Bad Epoll: Linux kernel UAF lets any user become root

Bad Epoll (CVE-2026-46242) is a use-after-free in the Linux kernel epoll that lets an unprivileged process gain root; it affects kernels v6.4+ and Android, and a patch is out.

Linux kernelCVEuse-after-free
AIAI, LLM & Agents
Anthropic · 9 days ago

Anthropic proposes a Cyber Jailbreak Severity scale (CJS 0–4) with Amazon, Microsoft, Google

Anthropic detailed Claude Fable 5's safety classifiers and proposed a Cyber Jailbreak Severity (CJS) framework that scores a jailbreak's danger on a 0–4 scale. For developers building on AI, it offers a shared way to rate how serious a successful jailbreak really is, rather than vendor-by-vendor safety claims.

AnthropicClaude Fable 5AI safety
Immich 3.0 lands: breaking API changes, drops pgvecto.rs, adds Workflows and mobile editingTools, IDE & Open Source
Immich · 10 days ago

Immich 3.0 lands: breaking API changes, drops pgvecto.rs, adds Workflows and mobile editing

Immich, the self-hosted photo platform, ships its major v3.0.0 with breaking changes (mostly API, affecting third-party tools), drops pgvecto.rs for VectorChord, and adds drag-and-drop Workflows automation, non-destructive mobile editing and real-time HLS video transcoding (preview). Update via IMMICH_VERSION=v3.

Immichself-hostedopen source
AIAI, LLM & Agents
Microsoft Blog · 10 days ago

Microsoft forms Frontier Company: $2.5B, 6,000 AI engineers

Microsoft announced Microsoft Frontier Company — a new unit backed by $2.5B that embeds 6,000 engineering experts inside customers to deploy AI based on measurable business outcomes.

Microsoftenterprise AIforward-deployed engineering
CAREERCareer & Engineering Culture
GitHub Changelog · 10 days ago

GitHub cost centers gain AI credit pool caps

GitHub lets cost centers cap how many included AI credits a group can draw, preserving chargeback boundaries when Copilot credits are pooled across an enterprise.

GitHubFinOpsCopilot
Copilot CLI no longer needs a PAT in GitHub ActionsTools, IDE & Open Source
GitHub Changelog · 10 days ago

Copilot CLI no longer needs a PAT in GitHub Actions

GitHub lets Copilot CLI authenticate with the built-in GITHUB_TOKEN in Actions, removing the need to create and store long-lived personal access tokens for AI workflows.

GitHub ActionsCopilot CLICI/CD
GitHub Copilot to deprecate Gemini 2.5 Pro and Gemini 3 FlashAI, LLM & Agents
GitHub Changelog · 10 days ago

GitHub Copilot to deprecate Gemini 2.5 Pro and Gemini 3 Flash

GitHub will remove Gemini 2.5 Pro and Gemini 3 Flash from all Copilot experiences on 31 July 2026, replacing them with Gemini 3.1 Pro and Gemini 3.5 Flash.

GitHub CopilotGeminiLLM
NVIDIA unveils revenue-share model for AI cloudsDevOps, Cloud & Infrastructure
NVIDIA Blog · 10 days ago

NVIDIA unveils revenue-share model for AI clouds

NVIDIA announced a new business model: credit support for AI clouds in exchange for a revenue share, giving AI startups faster access to large-scale GPU infrastructure.

NVIDIAGPUAI infrastructure
DATAData, Database & Analytics
AWS What's New · 10 days ago

SageMaker Unified Studio now supports Terraform provisioning

AWS shipped an open-source Terraform module to provision SageMaker Unified Studio domains from version-controlled templates, folding the data/ML platform into existing infrastructure-as-code pipelines.

AWSSageMakerTerraform
OPSDevOps, Cloud & Infrastructure
AWS What's New · 10 days ago

SageMaker HyperPod adds AMI versioning and auto-patching

AWS lets HyperPod expose per-node AMI versions in semver to detect drift and roll back, plus opt-in auto-patching that applies security fixes as nodes go idle without disrupting workloads.

AWSSageMakerKubernetes
GitHub Issue Fields reach general availabilityBackend, API & Architecture
GitHub Changelog · 10 days ago

GitHub Issue Fields reach general availability

GitHub promoted Issue Fields to GA: typed metadata (Priority, Effort, dates, custom values) on issues, shown directly on the issues list and readable/writable via the MCP server for Copilot.

GitHubIssuesProject management
OPSDevOps, Cloud & Infrastructure
Podman · 10 days ago

Podman 6.0 released: moves to Netavark/Pasta/nftables, Quadlet gains a REST API

The major Podman 6.0 release modernizes networking (dropping slirp4netns/iptables for Netavark, Pasta and nftables), adds experimental Pasta rootless port-forwarding that preserves source IP, a REST API for Quadlet, and a smoother multi-provider podman machine — plus changes to config-file handling for multi-user setups.

PodmancontainersNetavark
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