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An insider look at Atlassian's AI-native vision for service management (Sponsor)

Bolting AI onto legacy playbooks will rarely deliver the expected results. What's needed is a reimagining service of management from the ground up.Grab a copy of Atlassian's Shatter the service quowhi...

NVIDIA OpenShell Secures the Agent. Who Governs the Fleet? (8 minute read)

NVIDIA OpenShell is an open-source runtime that sandboxes AI agents with kernel-level policies controlling file access, process spawning, and network traffic, validating the principle that agent secur...

Introducing Apache Spark 4.2 (7 minute read)

Apache Spark 4.2, now available in Databricks Runtime 19 Beta, introduces governed metric views as a native semantic layer, vector similarity search primitives for AI retrieval, and first-class change...

One voice. Every device you own. (Sponsor)

Wispr Flow works the same on your Mac, your PC, and your phone. Start an email on your laptop, finish a Slack reply on your phone. Same hotkey, same clean output, 4x faster than typing.89% sent with z...

Turso is building a modern version of Postgres in Rust (6 minute read)

Turso Limbo is a new PostgreSQL-compatible database written in Rust that is designed to modernize PostgreSQL's architecture while maintaining wire-protocol compatibility and existing tooling. The proj...

How to Encrypt Terraform State Files (13 minute read)

Terraform state encryption protects sensitive infrastructure data by securing state files in transit with TLS and at rest through backend encryption, while OpenTofu adds built-in state and plan file e...

The Identity Crisis at Elon Musk's Chaotic AI Outfit (11 minute read)

One of SpaceXAI's goals is to get Grok to catch up to Anthropic's Claude. The company recently released a new coding tool and beefed up its sales team, but it is still running behind its competitors i...

Why DevOps Teams Build GenAI Tooling While Most Organizations Still Rely on Manual Monitoring (4 minute read)

AI-driven anomaly detection and change correlation help DevOps teams reduce alert noise, identify root causes, and predict outages by linking monitoring data with deployment and configuration changes ...

From Rust to Zig: What changed my mind (10 minute read)

Rust and Zig make different tradeoffs around safety, complexity, and control, and those tradeoffs become more apparent as projects grow. Zig's simpler language, compile-time features, and explicit mem...

LobeHub (GitHub Repo)

LobeHub is an open-source platform that lets users build and manage teams of AI agents that operate 24/7. It features capabilities like automated hiring, scheduling, and collaborative workflows betwee...

Open Interpreter (GitHub Repo)

Open Interpreter launched a new Rust-based version optimized for low-cost AI models, featuring an agent harness system and a QA skill that lets models operate web browsers and native applications for ...

Automating cross-repo documentation with GitHub Agentic Workflows (7 minute read)

GitHub Agentic Workflows helped the Aspire team automate cross-repository documentation updates by using AI agents with strict security controls, scoped permissions, and human review. The approach pro...

Automated Incident Remediation with AWS DevOps Agent and Kiro CLI (5 minute read)

AWS demonstrated an automated incident remediation pipeline that combines AWS DevOps Agent and Kiro CLI to investigate incidents, generate code fixes, create pull requests, and trigger deployments aft...

Google Gemini Launch Delayed as Tech Falls Short of Internal Goals (8 minute read)

Google has months behind schedule on delivering Gemini 3.5 Pro. The company has been taking its time trying to improve its capabilities, particularly in coding. The delay has frustrated Google enginee...

HAMi becomes a CNCF incubating project (5 minute read)

HAMi, an open-source GPU virtualization middleware for Kubernetes that lets teams slice and share expensive accelerators across multiple workloads, has been accepted as a CNCF incubating project after...

AI and a brain implant restored a paralysed man's movement and touch (3 minute read)

Researchers restored hand movement and a sense of touch to a man paralyzed from the chest down using technology that partly rewired his nervous system. The 'double neural bypass' system combines a bra...

The FDA Approves a New Pill to Slash Cholesterol Levels (3 minute read)

The FDA has approved a pill that can lower cholesterol levels far beyond what can be achieved with statins. Made by Merck, enlicitide works by inhibiting a protein known as PCSK9. Its list price is $3...

Detecting full table scans with SQLite (3 minute read)

SQLite exposes prepared-statement statistics that reveal whether a query performed a full table scan after it runs, without requiring EXPLAIN.

Same voice layer on your Mac, PC, and phone. (Sponsor)

Wispr Flow turns speech into clean text in every app, on every device, with one hotkey. 4x faster than typing, 89% sent with zero edits.Try Flow Free → | Download Flow

What can we learn from Bun's rapid Rust rewrite with AI? (13 minute read)

Bun was rewritten from Zig to Rust using Fable. A full rewrite would usually take too long, but the AI tool allowed it to be completed in 11 days. The project cost $165,000 with API pricing, consuming...

Earning Judgment (15 minute read)

The world is short on people who can find the right problem, tell whether the machine solved it, and finish past where the machine stopped. Agents scale infinitely while humans don't. Anything gradabl...

Microsoft's Nadella criticizes Anthropic's Fable for being ‘editorially controlled' (6 minute read)

Microsoft CEO Satya Nadella has criticized Anthropic's limits on requests to Fable. He says the tool is too editorially controlled, and that its refusal to complete concern tasks doesn't make sense. T...

China's Xi Touts Open-Source AI and Takes a Swipe at US Dominance (5 minute read)

Chinese leader Xi Jinping endorsed the building of open-source AI models during a speech that implicitly criticized US moves to protect its lead in AI semiconductors and models. He cast China as a cha...

How many times has TLDR named your brand this year? (Sponsor)

Our writers cover the companies 7M+ tech readers follow, and yours might already be in the mix. Run a free 12-month scan to see your mention count and who saw it.

Start on your laptop, finish on your phone (Sponsor)

Wispr Flow turns voice into clean text on every device. Try free →

Visa Is Expanding Its Crypto Push With New Stablecoin Platform (2 minute read)

Visa's new platform lets financial firms issue, move, and manage stablecoins.

Nvidia unveils new AI model and expands Japan's physical AI ecosystem (3 minute read)

Cosmos 3 Edge is a world model designed to help systems perceive and navigate physical environments in real time.

Linus Torvalds to critics of AI coding in Linux: “Fork it. Or just walk away.” (4 minute read)

Linus Torvalds supports using AI tools to improve the long-standing open source project.

Meta Plans to Hire Top Amazon Computing Executive as it Weighs Cloud Push (3 minute read)

Dave Brown, one of the most senior executives at AWS, will report to Meta's head of infrastructure and focus on the firm's data center build-out.

TSMC Adds $100 Billion to Its US Spending Plan (3 minute read)

TSMC's total commitment to its fast-growing footprint in Arizona is now $265 billion.

Block, Stripe, Advent, Refer, Standout (7 minute read)

Block's role in the proposed Stripe/Advent/Block deal to buy PayPal hasn't received much attention in the press even though it is presumably a big part of the deal.

Your AI is only as good as the prompt you feed it. (Sponsor)

Wispr Flow lets you speak detailed prompts instead of typing short ones. Explain the full context, the constraints, the edge cases, in the time it takes to type a sentence. 4x faster than typing. 89% ...

Kimi K3 (1 minute read)

Moonshot has launched Kimi K3, a 2.8-trillion-parameter multimodal model with a 1-million-token context window and optimizations for faster long-context decoding and agentic coding. The model is avail...

Gemini 3.5 Pro Reportedly Faced Delays (2 minute read)

Alphabet shares fell 4% after a report said Google had delayed Gemini 3.5 Pro while working to improve its performance, particularly for coding. Google said the model remained in partner testing along...

Introducing LM Studio Bionic: the AI agent for open models (4 minute read)

Bionic is an AI agent for coding, research, and document management with open models, offering local and cloud options for privacy and cost control. It supports offline voice transcription with Voxtra...

Choosing GPT-5.6 Sol, Terra, or Luna in Codex (5 minute read)

GPT-5.6 splits Codex work across Sol for ambiguous, high-value problems, Terra for everyday implementation, and Luna for fast, bounded tasks. Sol Ultra adds deeper reasoning and multi-agent coordinati...

Harness Handbook to Map Agent Behavior to Code (28 minute read)

Harness Handbook is a behavior-level map for coding-agent harnesses, connecting plain-language questions about execution, permissions, and safety to the exact prompts, tools, state logic, configuratio...

How Anthropic runs large-scale code migrations with Claude Code (11 minute read)

Anthropic uses a six-step process with Claude Code for large-scale code migrations, focusing on creating a rulebook, analyzing dependencies, and stress-testing translation rules. It deploys multiple a...

When state machines break down: handling workflow failures in distributed systems (Sponsor)

Most failure-handling logic is complex, fragile, and hard to test. This Temporal white paper shows you 2 distinct patterns to take component failure in stride without constraining application structur...

Schema (2 minute read)

Schema is a harness that makes frontier models play like physicists. It can help frontier models achieve 99% on ARC-AGI-3 Public. ARC‑AGI‑3 gives agents a game environment without an explanation of wh...

NVIDIA Nemotron 3 Embed (9 minute read)

NVIDIA released three open embedding models for RAG, agentic retrieval, code search, and memory, led by an 8B model that ranked first overall on RTEB.

Copilot SDK (GitHub Repo)

Embeds GitHub Copilot agents into custom applications and developer tools.

The Best Model Routing is Task Specific (6 minute read)

Model routing is a hot topic because nobody wants to pay frontier prices for every token. The best routing is deeply task-specific. The more narrowly you focus on a single workflow, the more alpha the...

The Self-Driving Company (10 minute read)

Replit engineers have tripled code output without sacrificing quality, thanks to an innovative system of AI agents. These agents handle tasks like reviewing pull requests, investigating incidents, and...

NotebookLM is now Gemini Notebook (2 minute read)

Google has rebranded NotebookLM as Gemini Notebook, expanding its integration across the Google ecosystem, including the Gemini app and Google Search.

Nvidia-backed Fireworks hits $17.5 billion valuation as companies pursue cheaper AI models (5 minute read)

Nvidia-backed Fireworks secured a $17.5 billion valuation, driven by demand for cheaper AI models as companies explore open-source options.

Connected Apps in Google AI Mode (3 minute read)

Google added integrations with Instacart, Canva, and YouTube to AI Mode, allowing users to complete tasks across supported apps from its conversational search experience.

Ramp targets AI's fastest-growing cost with expanded token spend tracking (4 minute read)

Ramp has expanded its AI Token Spend Management product to give finance teams clear insights into AI spending across providers like OpenAI, Anthropic, and Google's Gemini.

San Francisco mayor pushes for tougher rules after the Waymo traffic fiasco

In the wake of a massive hours-long gridlock event, San Francisco Mayor Daniel Lurie has told state regulators its time to put more requirements on robotaxi operators like Waymo.

Amsterdam activists throw acid at Microsoft datacenter project

Extinction Rebellion claims responsibility for chemical-filled balloon attack targeting concrete and steel

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