Robinhood Chain's DEX volume dropped 72.5% from an $878 million peak on July 11 to $241 million by August 1, while the broader DEX market expanded 39% over the same period, cutting Robinhood's market share from 16.65% to 4.32%. On-chain metrics diverged: transactions hit a record 13.3 million, TVL climbed 820% to $433 million, and stablecoin supply reached $597 million, while average trade size fell 74% to $27.82. The chain's incentive allocation explains the gap: over 90% of $58,351 in daily rewards flows to stablecoin depositors via Morpho lending campaigns, while 11 trading campaigns split just $4,543 per day. A 0.63 correlation between CASHCAT memecoin activity and daily DEX volume points to speculative trading as the driver of the initial surge rather than organic usage growth.
July on-chain settlement for the Plasma One card found 1.6% of wallets (263 of 16,434) drove 45% of the $15.18 million in card spend.
Crypto card settlement volume has diversified from Gnosis (home of the first self-custodial Visa card) to Optimism (~29% of July volume), Solana (~19%), and Base (~19%) per Paymentscan, while Gnosis has fallen to about 2%.
$7.3 billion has moved through crypto cards across 131 million purchases since October 2023.
Wirex will replace Transact Payments Malta Limited as the issuer of its European Debit Visa by September 30.
Physical Intelligence split its robotics data stack between Postgres for transactional workloads and ClickHouse for high-cardinality analytics after a single RDS database could no longer scale. The new setup handles tens of billions of metadata rows and powers fast search and agent-driven exploration that replaced queries which previously took days or weeks.
2026.08.10·clickhouse.com·20 min read·TLDR Data LinkedIn's job search ranking trains a 0.6B student model on signals from three teachers covering relevance, engagement, and embeddings. Caching teacher outputs at the shard level cut training time from 45 hours to under 5 hours without accuracy loss, enabling same-day iteration cycles.
Netflix's RDG query layer handles 8 billion nodes and 150 billion edges using level-by-level parallel traversal, 16 to 24 async threads per instance, and cache TTLs matched to data volatility that achieve 70 to 80% hit rates on stable entities. The result is that even three-hop traversals complete under 150 ms at P99.
2026.08.10·netflixtechblog.com·20 min read·TLDR Data AI is making software and agents so cheap and fast to create that companies risk accumulating thousands of undocumented tools with unclear ownership, permissions, dependencies, and behaviour. The answer is not to restrict creation, but to build governance into the platform so identity, permissions, logging, ownership, expiry, and stronger controls happen automatically as risk increases.
AI teams should preserve provenance, schema, and source context at ingestion because hallucinations often stem from stale or non-canonical data. Gartner expects 60% of AI projects to fail without metadata and observability, while nearly 75% of frontier-model training CPU goes to cleansing and validation. Capture lineage and authority in-stream and use data contracts and DBOMs to ground agents.
Data ownership fails when responsibility comes without decision rights, leaving owners unable to approve quality thresholds, accept risk, or authorize usage. Effective governance needs authority and escalation paths, with data owners deciding while stewards execute. Decisions need accountable owners and traceable risk acceptance.
2026.08.10·links.tldrnewsletter.com·5 min read·TLDR Data Apache Superset is adding first-class semantic layer support, replacing pseudo-databases for metrics and dimensions. A new SemanticLayer/Explorable interface converts chart requests into SemanticQuery objects and returns Arrow tables, targeted for Superset 7.0. Apache Ossie is also being built as a vendor-neutral JSON/YAML interchange layer.
Pointblank validates pandas, Polars, DuckDB, and PostgreSQL data using declarative rules, thresholds, and automated failure handling. Compared with Pandera and Great Expectations, it focuses more on quality gates, row-level quarantine, and stakeholder-friendly reporting.
2026.08.10·realpython.com·30 min read·TLDR Data Kestra 2.0 release candidates introduce a new execution engine, UI overhaul, and breaking changes ahead of general availability. The release is positioned as the orchestrator's largest upgrade, with early adopters invited to test workflows and migration paths before the final cut.
TYTAN automatically builds analytic semantic schemas from relational or tabular data by combining LLM-based semantic inference with deterministic checks of keys, joins, types, and values, asking users only when ambiguity remains. Across eight databases, it achieved full reference coverage, 100% execution of 3,758 retrieval tests, and 92–100% semantic-role agreement.
Space-based AI infrastructure shifts the bottleneck from compute to state. Orbit may suit high-value GPU compute, but not storage, because launch costs make satellite persistence pricier than terrestrial storage. Distributed SQL can work in orbit, but needs orbital-aware lease placement, decommissioning, and jurisdiction-aware replication.
2026.08.10·cockroachlabs.com·16 min read·TLDR Data SQL Server wide rows mainly hurt scans and multi-row reads, while point lookups can still fit on one 8KB page.
2026.08.10·brentozar.com·3 min read·TLDR Data WeatherNext Cyclones predicts cyclone tracks, intensity, and winds with more than a day of extra warning over leading models.
2026.08.10·deepmind.google·9 min read·TLDR Data PostgreSQL's hstore started as a simple way to replace sparse tables full of NULLs with key-value attributes.
A new leak suggests Apple's first foldable iPhone, expected to be called the iPhone Ultra, may launch in silver and dark blue color options. The information comes from third-party accessory makers with supply-chain sources, though Apple has not yet confirmed any colors ahead of next month's expected announcement.
Adobe has launched a unified ChatGPT plugin that consolidates over 70 creative and document tools from apps like Photoshop, Illustrator, Premiere, and Acrobat into one conversational system. The plugin lets ChatGPT users perform image editing, video creation, graphic design, and document formatting tasks through natural language prompts, without switching between separate connectors. Available globally on ChatGPT web and mobile starting today, it works in guest mode or with an Adobe account for expanded features, and follows earlier Adobe integrations with Claude and Copilot.
Microsoft is marking Xbox's upcoming 25th anniversary with free community-made gamerpics, backgrounds, themes, and a dynamic console background, plus a commemorative profile badge for anyone who signs in before the end of 2026. Xbox Game Pass now features curated anniversary collections spotlighting titles like Fable Anniversary, Halo: The Master Chief Collection, and Fallout 4, alongside a planned international FanFest tour and a paid translucent green Xbox Series X25 console arriving in November.
Curiosity is becoming one of the most valuable skills for designers as AI automates more execution work. The designers who benefit most from their curiosity are those who explain their intent, understand stakeholders' motivations, create value before asking for help, and build relationships in low-stakes settings. The difference between a curious junior designer who gets shut down and a curious senior designer who earns trust is usually communication, not curiosity itself.
2026.08.10·thedesignersfieldguide.substack.com·6 min read·TLDR Design Design systems shouldn't just enforce consistency through configurable components, because overly rigid components often force different content into the same visual shape and weaken information design. Instead, design systems should pair composable components with a design language rooted in the product's underlying model, defining the visual vocabulary, grammar, relationships, and communication patterns that help designers shape interfaces around meaning rather than templates. The most effective systems act as a shared language that enables large teams to create clear, recognizable, and context-appropriate designs while preserving coherence across the product.
2026.08.10·yeseniaperezcruz.substack.com·12 min read·TLDR Design Craft used to prove competence for designers, but AI has made execution nearly free, stripping away that cover and leaving only whether one has something genuine to say. Cheap polish now signals nothing, and the real risk is "slop": endless output produced to avoid confronting that deeper question, rather than pursuing genuine conviction. True value lies in "conviction," the irreducible human act of caring and choosing, which AI cannot replicate, though private, hyper-personalized creations risk losing the shared meaning that once resonated with others.
Connect your taste profile to Cursor, Claude, Figma Make, ChatGPT, and any MCP-compatible client.
A guide to protect ourselves against dishonest charts and to preserve what is good about turning data into visual things.
Omni Ai combines cutting-edge AI technology with intuitive controls, giving you everything you need to create professional videos.
Career growth can be viewed as a nine-stage ladder: execution, efficiency, collaboration, visibility, anticipation, ownership, foresight, prioritization, and direction. Each stage builds on the one before it. The key measure of progress is how many responsibilities your manager no longer needs to handle, from checking your work and tracking status to managing risks, setting priorities, and ultimately defining goals. High performers advance by steadily removing work from their manager's plate, while many people plateau at intermediate stages such as efficiency or collaboration without realizing it.
Agrandir is a variable typeface by Alex Slobzheninov that deliberately breaks modernist conventions through uneven weight distribution, organic details, and tightly spaced letterforms that create visual tension. The family includes 74 fonts with flexible weight and width axes, allowing designers to create dynamic layouts while maintaining strong contrast through consistently thin elements. With broad language support and a distinctive, human-centered aesthetic, Agrandir is particularly well suited for branding, posters, and expressive digital design.
UX research reveals how people actually behave in a new market—where they hesitate, misread pricing, or abandon forms—complementing traditional market research's focus on demand and market size. Testing prototypes, journeys, and messaging with real users before full localization or heavy investment surfaces friction that surveys alone can miss. Findings should inform not just design but sales, hiring, and operations, since catching flawed assumptions early is far cheaper than discovering them after the budget is already spent.
Almaty-based designer Daniyar Uderbekov created UDRB, a modular glue-free sneaker system that combines 3D-printed TPU soles with traditional Central Asian leather footwear techniques.
Aging creatives can thrive by shifting from competing on speed and trend-awareness to leaning on judgment, experience, and client relationships built over years.
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2026.08.10·launchdarkly.com·Sponsor·TLDR Dev The implementation of data mirroring in Snowflake Postgres improves the replication process by enabling seamless, low-latency data capture from transactional databases to analytical environments. This new feature uses a push-based approach to change data capture, using a dedicated Postgres extension that efficiently handles data and schema changes, thus simplifying operations and increasing reliability.
2026.08.10·snowflake.com·10 min read·TLDR Dev Shopify transitioned its inventory reservation system from Redis to MySQL to improve reliability and scalability during peak sales periods, particularly on high-traffic days like Black Friday. The change involved adopting MySQL's SKIP LOCKED feature, allowing for more efficient management of inventory reservations and improved ACID compliance while reducing the potential for overselling or underselling products.
2026.08.10·shopify.engineering·13 min read·TLDR Dev LLMs are increasingly used for learning complex topics, though their explanations can often be too simplistic and distracting. One effective method for understanding intricate processes, such as chip production, involves creating a RollerCoaster Tycoon-like simulation that visually represents the steps involved in manufacturing chips, providing a fun and engaging way to solidify knowledge.
2026.08.10·laurentiugabriel.github.io·3 min read·TLDR Dev The claim that coding is easy dismisses the complexities and challenges faced by programmers, who have always navigated a demanding field that requires a lot of skill and expertise. While understanding user needs is critical, the craft of programming remains vital.
2026.08.10·blog.senko.net·8 min read·TLDR Dev Cross-session messaging in Claude Code allows users to send and receive messages between multiple sessions on macOS and Linux, facilitating real-time communication about findings, statuses, or decisions without the need for manual copy-pasting between terminals.
2026.08.10·code.claude.com·18 min read·TLDR Dev Atlas is an AI coworker that integrates with Slack to assist teams by answering questions, automating tasks, and enhancing collaboration across various channels and tools.
Coinbase has updated its engineering interview process in response to the increasing prevalence of AI-generated code, now focusing on evaluating candidates' ability to effectively direct AI and assess its output rather than traditional coding skills. The revamped interview structure involves a three-phase implementation that measures AI fluency across various competencies, reflecting the evolving nature of engineering work.
2026.08.10·coinbase.com·13 min read·TLDR Dev Different storage options affect the durability and latency of write operations, with each design choice offering varying levels of success criteria based on how and where the data is stored. By separating the processes of local writes from durable copies, systems can optimize for speed while balancing the risks of data loss against the durability required for different operational contexts.
2026.08.10·shayon.dev·18 min read·TLDR Dev OpenAI accidentally attacked Hugging Face due to a series of missteps with AI agents exploring vulnerabilities in their infrastructure and ultimately leading to a security breach.
2026.08.10·simonwillison.net·6 min read·TLDR Dev HackerOne, once a platform for ethical hackers to report vulnerabilities, has deteriorated over time due to leadership changes, a shift in focus towards profit-making and sales, and a diminishing commitment to the hacker community.
2026.08.10·blog.teknogeek.io·23 min read·TLDR Dev Atproto aims to decentralize high-scale backend systems by establishing a shared data model and enabling public APIs for NoSQL services.
2026.08.10·atproto.com·7 min read·TLDR Dev The rapid improvement and mainstream integration of AI technology are diminishing the space for critical evaluation of its limitations.
2026.08.10·leonfurze.com·8 min read·TLDR Dev Sponsored
Infra failures like OOM, node interruptions, and container preemption are AI workload killers. Flyte 2 (7.2K GitHub stars) [5] brings durable execution to open source, using infrastructure-as-context to recover from both infra and code failures at runtime and scale workloads to production.
3 ways Flyte keeps workloads running [6]:
* SELF-HEALING WORKFLOWS: At runtime, diagnose failure, recover with adjusted resources, and resume. * AGENT-NATIVE EXECUTION: Build durable workflows in pure Python that dynamically branch, loop, call tools, and adapt at runtime. * REAL-TIME AND BATCH INFERENCE: Perform inference using the same runtime without stitching together a separate serving stack.
Cloudflare is unifying AI Gateway and Workers AI through shared APIs, bindings, observability, security, and billing, giving Workers AI users automatic logging, token tracking, and cost attribution. Upcoming model-first and smart routing will enable provider-independent failover and intelligent model selection based on request requirements.