Full-text search across article titles and summaries. Refine with sector, year, content type, and reading-time filters.
Tazapay has chosen Polygon as its primary payment rail, unsurprising given more than 50 payment companies are building on the chain, including Revolut, which together generate over $1 billion in payments per month.
Three developments are currently driving interest in Aave.
Wirex posted a notice that starting September 30, Wirex Limited becomes the direct issuer of Wirex cards, replacing Transact Payments Malta Limited.
Sponsored
Data pipelines sit in the critical path of every ML project. They're fragile, expensive, and coupled to schemas that break without warning. DATABRICKS DATA INTELLIGENCE PLATFORM [5] SKIPS THAT STEP WITH DATA FEDERATION: * QUERY FEDERATED SOURCES: Access Amazon Redshift through Unity Catalog without pipelines or duplication * APPLY DEVOPS TO ML: CI/CD and infrastructure-as-code with Databricks MLOps Stacks * UNIFY YOUR TEAM: One workspace for data engineers, scientists, and ML engineers
PostgreSQL row-level security can be effectively free when the policy is a simple indexed tenant check, but poorly structured policies can turn sub-millisecond queries into tens of milliseconds or even seconds. The main traps are per-row membership lookups, VOLATILE helper functions, and non-leakproof query functions that stop PostgreSQL from using the full index.
Streaming platforms get expensive for structural reasons, not data volume: request counts, extra copies of each message, serialization, and cross-AZ traffic often dominate the bill. Practical wins include batching producers and consumers, eliminating intermediate topics, using columnar payloads and compression, paying for low latency only where workloads truly need it, designing state deliberately, and keeping cost attribution visible per pipeline.
Data platforms are shifting from human-operated tooling to agent-ready infrastructure, where the core challenge is not generating SQL or pipelines but safely turning AI-generated work into production outcomes. The proposed stack centers on five layers: Intent, Control, Semantic, Harness, and Runtime. For data teams, the implication is a move from building scripts and DAGs to designing reusable Skills, Policies, and context-rich execution loops that make automation trustworthy.
Data modeling grew up in five separate camps: relational, analytics, application, ML/AI, and knowledge/ontology, each solving different problems with real blind spots. One JSON product catalog can satisfy an application while breaking analytics, ML, and governance, producing brittle pipelines and lost dashboard trust. Modern stacks span all five camps at once, so shared literacy across them matters more than any single modeling tradition.
turbopuffer v3 stops using the ANN vector index as the primary storage layout. That should reduce duplicated data and expensive rewrites, while letting full-text, filtering, aggregations, and vector search each use storage and block sizes better suited to their workload.
A strong semantic layer can dramatically improve LLM analytics accuracy, with the best model-built layer reaching 91% versus 39% with no layer. The main failure mode was not metric arithmetic but hidden business conventions like which accounts count as customers, showing that semantic layers still need explicit human-defined rules and validation.
Sharding by tenant ID works until a large tenant makes one shard run hot, as Slack learned when enterprise workspaces overwhelmed workspace-keyed shards. The fixes range from vertical scaling to isolating whale tenants on dedicated shards and ultimately resharding tables by the column queries actually touch. Choosing keys per table rather than globally keeps common access paths single-shard while spreading load.
Sponsored
Bad data is the #1 reason AI agents fail before they ship. At Precisely Now, see our new AI builder experience live: ready-made agents, skills, and prompts for teams who build in the real world.
Parquet X-ray is a browser-based visual inspector for understanding how a Parquet file is physically laid out. You can open a local file or remote URL and explore row groups, column chunks, pages, indexes, bloom filters, schema, min/max statistics, compression efficiency, and byte-level layout without downloading the whole file. You can test it out via Hugging Face.
DuckDB 1.5.6 is a maintenance release with correctness, crash, security, and performance fixes. DuckDB 2.0 is in development, with an internal Windows TPC-H test running over 6x faster than 1.5.6, though DuckDB says that speedup will not generalize to every workload.
Splink, an open-source library for record linkage and deduplication, scales probabilistic record linkage to billion-row jobs: a prediction job ran 10 billion comparisons in 8.5 minutes on a 192-vCPU instance using the upcoming DuckDB 2.0 engine. The tool supports chunked sampling to speed up model training or distribute processing and incremental prediction APIs to link new records without full re-runs.
Anthropic's writing changes in Opus 5.5 appear to work partly: em dashes fell by 99.6% and other recognizable “Claudisms” fell about 50% versus Opus 5. The bigger lesson is methodological: style evals work better when you annotate exact problematic spans and judge recurring rhetorical moves, not just banned phrases or vague overall scores.
Query hints solve bad plans by hard-coding execution choices into SQL, which creates brittle coupling to indexes and data shape. A better approach is to keep plan control outside the query and improve the planner's information with tools like plan management and CREATE STATISTICS, so it can adapt as the data changes.
Omni benchmarked 16 OpenAI and Anthropic model configurations and is making GPT-6 Sol its default after it scored 92% on its hardest analytics eval at $0.23 per question.
DBTrail is an open-source analytical replica for MySQL: it reads the binlog, keeps tables as Parquet in a bucket you own, and queries them with DuckDB.
Midjourney added live style previews in the Styles sidebar, saved prompt defaults, and undo for project deletion. Experimental previews rely on fast models and prompt text alone, and picking a style submits the prompt with it. Midjourney says its updated edit model preserves pixels outside the selected area, a claim shown only in an official demonstration, not an independent test.
Figma has expanded its London office at Elder Yard on Norton Folgate, deepening investment in one of its largest markets outside the United States. Two thirds of the FTSE 100 build with Figma as of Q2 2026, and over 15 million files were created in the UK in the past year. Figma's global AI report found 41% of product builders say AI meaningfully changes team collaboration, and 52% of UK respondents now say design matters more.
Apple's long-awaited HomePad smart home hub is reportedly launching October 13 with a 6-inch display and a design inspired by the iconic iMac G4. The device is expected to combine a speaker and smart home control panel with a new operating system drawing on iOS, tvOS, and watchOS, centered around Siri AI. Two versions have reportedly been developed: a tabletop model and another designed to mount on a wall.
Flexy Global's Box Design System organizes complex enterprise product behavior into bounded Figma sections, making design files easier for people to navigate and for AI coding agents to use. Boxes form a feature, flow, and screen-state hierarchy built around behavior rather than pages, with self-contained context and arrows showing transitions. They cannot fix an undefined product or replace the design system and codebase, but as design files become inputs to AI-assisted development, this structure is becoming part of the product.
Decagon CEO Jesse Zhang says personal AI agents such as Meta's Muse will reshape customer experience, since agents skip product displays and purchase-inducing flows. Amazon blocked Muse while Shopify opened a dedicated payment channel, though Zhang expects Amazon to back down because customers want AI assistant integration. Companies need to verify agent authority, set negotiation limits, handle exceptions, and stop fraud running at machine speed, with AI systems ultimately transacting machine to machine.
AI-ready design systems depend less on specialized agent tooling and more on strong engineering fundamentals that make components, APIs, tokens, and documentation easy for machines to discover and understand. Testing with the Open Design System Bench found that clean separation of concerns and a single source of truth can outperform additional instruction files, which may actually hurt results when they contain stale or duplicated information. Mechanical correctness is only half the challenge: design systems also need principles and guidance that help AI exercise good design judgment rather than simply generate technically valid interfaces.
Run every brand shoot with confidence. From moodboards and shot lists to call sheets and shoot day, walk onto set knowing nothing was missed.
The Last Museum is a semantic search engine for 6.3 million artworks from the world's great museums.
Amazing Glass provides framework-independent web components that recreate Apple-style Liquid Glass using physically inspired refraction, interactive controls, and pixel-level comparisons against Apple's SwiftUI renderer rather than relying on simple backdrop blur.
Three years after the Google Pixel Fold, the iPhone Duo announcement brings a fresh look at designing for foldable devices. CSS media features, a Viewport Segments API, and a Device Posture API work only in Chromium browsers, with no sign yet of Safari support. Websites needn't adapt to two screens. A dual-screen design makes sense when an experience has two simultaneous contexts, such as an inbox beside an open message.
Product designers do need UI/UX skills, because product design spans research, wireframes, prototypes, testing, and developer collaboration, and UI/UX principles apply at nearly every stage. UI covers what users see, while UX covers whether the product works, and a beautiful app nobody can figure out still fails. Designers need not master every corner, but skills in research, wireframing, prototyping, and usability testing help them read user behavior accurately and keep decisions grounded.
Center's identity for chef Daniel Humm's Riff turns ready-to-cook meal packaging into a lightweight cooking lesson, showing optional fresh ingredients alongside explanations of how each changes a dish's flavor. The visual system combines a chunky curved wordmark, 12 food-inspired colors, three contrasting typefaces, deliberately unstyled food photography, and a playful mascot called Dan the Pan. Packaging reinforces the idea of improvisation with cooking tips, recipe variations, and QR codes linking to Humm's cooking videos, positioning convenience food as a starting point for learning rather than a finished product.
A Tilted Watch Band angles the Apple Watch 30 degrees so the screen faces the wearer without a horizontal wrist, easing strain on the wrist and neck.
MoMA's exhibit Full Disclosure: The Edge of Information Design, which opened September 27, is the museum's first devoted entirely to information design.
Sponsored
AI is only as good as the context you give it. At Elastic{ON} [5], Elastic engineers show you how to build AI agents with real-time context. Detect and respond to threats faster. And get more from your enterprise data — wherever it lives. Come for: * ACTIONABLE BLUEPRINTS: [6] Bring your biggest data challenges and leave with a clear plan and architectural blueprint you can deploy immediately. * REAL-WORLD CASE STUDIES: Hear how top global organizations are leveraging Elastic to run proactive anomaly detection and eliminate operational downtime. * HANDS-ON GUIDANCE AND NETWORKING: Collaborate with peers, swap battle-tested strategies, and get 1:1 guidance from Elastic product experts.
Connect lets browsers and gRPC clients call the same service without a separate gateway, using HTTP and JSON or binary Protobuf on one port. It preserves schema-driven clients, streaming, ordinary HTTP status codes, and curl-friendly requests while keeping gRPC compatibility.
A reverse engineering tour attributes Instinct's appeal to a single conversational thread, delegated task agents, file-based memory, computer use, and quiet background automation. iMessage/WhatsApp distribution, Instinct's easy-to-understand personality, and proactive execution make the underlying agent harness feel accessible to nontechnical users.
A small team used tightly specified briefs and coding agents to rebuild a 67-page site across 22 visual directions, then turned the strongest ideas into one design system. The process worked because content stayed fixed, rules were numerical, real pages were reviewed, automated checks were themselves verified, and losing experiments were deleted.
Design system defaults shape which products get built and which users those products serve. Comparing USWDS with shadcn's typography shows why readable defaults, accessible line lengths, and explanatory documentation matter, especially for government sites built by teams without dedicated design resources.
YouTube's proposed video variant testing prompts a broader warning about optimizing creative work around measurable performance. One should make finished things repeatedly, stand behind creative choices, and learn from each result instead of sanding away originality through endless tests.
A shared folder path and GitHub topic can turn repository-local Markdown into a searchable documentation site without maintaining a central registry. Keeping docs beside code lets pull requests update both together, gives ownership to the responsible team, and provides engineers and agents with a predictable place to find current information.
Google introduced Gemini 4 Argon for long-horizon coding, enterprise knowledge work, and defensive cybersecurity, with a 1 million token output limit and phased access through trusted testers. Google reports leading benchmark results and internal engineering gains, while emphasizing prompt injection defenses, misuse safeguards, monitoring, and hardened evaluation environments before broad release.
OpenAI MCP Extensions adds ChatGPT-specific capabilities for plugins, including sidebar entry points, file handlers, composer mentions, and richer forms. The repository provides TypeScript and Python SDKs, a specification, documentation, and a Bits & Bolts example under the Apache 2.0 license.
Intent 0.5 brings agent skill authoring, validation, and source review into a library's repository so guidance can evolve with the code it documents. It type-checks JavaScript and TypeScript examples, tracks source changes against mapped guidance, adds CI checks, and offers repair workflows for routine metadata fixes.
An internal Microsoft analytics service accepted unsigned JWTs, allowing a forged admin identity to run SQL across an environment estimated at 17.3 trillion stored rows. The bounded investigation exposed the consequences of skipping signature verification and showed how persistent agent exploration combined with a human insight to uncover the flaw.
Recent incidents involving agents probing network boundaries motivate a closer look at whether conventional sandboxes can contain increasingly capable systems. The analysis weighs better operational security against the harder possibility that containment alone is insufficient when agents can discover vulnerabilities, coordinate, and exploit overlooked paths.
Branch Target Reuse revives Spectre v2 against JIT engines by reusing stale branch predictions.
Pi adopted MCP after Codemode made tool composition practical inside a JavaScript sandbox, while arguing that structured data and smarter discovery are still needed for the protocol to reach its potential.