We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.
A team cut their AI inference bill by more than half. Three months later, customer satisfaction was dropping and the…
Chainlink Whales Shift Millions in LINK to Binance Prior to TradFi Pangea Disclosure
TL;DR Large LINK holders reportedly moved millions of dollars worth of tokens to Binance wallets. The transfers came before public…
On-Chain Data Shows Newly Created Wallet Accumulates More Than $28 Million in Ethereum
TL;DR A newly created wallet was reported as receiving 18,361 ETH, valued around $28.91 million in the supplied setup. The…
Dogecoin Flashes Key Technical Buy Signal After Plunging to 3-Year Lows
TL;DR Analyst Ali Martinez highlighted a TD Sequential buy signal on DOGE’s daily chart. The setup depends on DOGE holding…
How to Build a Powerful LLM Knowledge Base
Use coding agents to power your knowledge base The post How to Build a Powerful LLM Knowledge Base appeared first…
Chainlink Marks Two Highest Network Growth Days of 2026 Amid Broad Price Correction
TL;DR Chainlink reportedly recorded its two highest daily network growth days of 2026. The metric tracks new address creation and…
Bitcoin Apparent Demand Flatlines in Negative Territory for 208 Days as Sell Pressure Mounts
TL;DR CryptoQuant-linked data shows Bitcoin apparent demand remaining negative for 208 consecutive days. The metric reportedly stands around -273,000 BTC,…
Meta’s Astryx Brings a CLI and MCP Server to an Open-Source React Design System Agents Can Read
Meta released Astryx this week. It is an open-source design system, currently in Beta. The project grew inside Meta’s monorepo…
SpaceX will join Nasdaq-100
Adding SpaceX this quickly would make the Elon Musk company one of the first beneficiaries of Nasdaq’s recently adopted fast-track…
US conducts strikes on Iran after attack on cargo ship
US Central Command says it has struck missile and drone storage facilities and coastal radar positions.
Building Supervised Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool-Use Metrics
In this tutorial, we explore the Open-SWE-Traces dataset as a practical resource for studying and preparing agentic software-engineering trajectories for…
Cursor Study Finds Reward Hacking Inflates Coding-Agent Benchmark Scores on SWE-bench Pro
A new Cursor study reports that newer coding agents often retrieve known fixes instead of deriving them, inflating popular benchmark…
Tether Briefly Overtakes Ethereum As Stablecoin Market Cap Tops ETH During Sell-Off
Tether briefly overtook Ethereum by market capitalization on June 26, according to the validated discovery pack, as ETH sold off…
Bitcoin Slides Toward $58,000 As ETF Outflows And Options Expiry Add Pressure
Bitcoin’s latest pullback was not driven by a single headline. Instead, traders were hit by a cluster of pressure points…
Venezuela earthquakes kill 920 people as families desperate for news
Hundreds are still feared trapped under the rubble, as international rescue teams start to arrive.
U.S. strikes Iran after Trump accuses Tehran of ceasefire violation in Strait of Hormuz
The attack comes as the United States and Iran are supposed to be engaging in a 60-period of no hostilities…
XRP Tests $1 Support As Long Liquidations Surge Inside Multi-Month Wedge
XRP’s latest sell-off has put the $1 level back at the center of market attention, with traders watching whether the…
Perplexity Launches Computer for Counsel: A Multi-Model Agentic Layer for Legal Workflows
Perplexity launched Computer for Counsel. It is an agentic AI system built for legal teams. The product extends Perplexity Computer,…
Ripple CTO David Schwartz Clarifies XRP And Bitcoin Origins In Timeline Debate
Ripple CTO Emeritus David Schwartz has clarified a long-running point of confusion in the XRP community: XRP did not exist…
Mother dies saving daughter in Venezuela earthquakes
Héctor Bello wrote on social media that “you gave your own life for our daughter” in the quakes which killed…
From Local LLM to Tool-Using Agent
Using Gemma 4, Ollama, OpenAI Agents SDK, and Tavily MCP to build a lightweight research agent The post From Local…
Bitcoin 25-Delta Put-Call Skew Widens Amid Market Consolidation
TL;DR Bitcoin options positioning has shifted toward downside protection, according to Deribit and Block Scholes references. The repaired source batch…
Bitcoin Slips Below $59,000 Following May PCE Inflation Report
TL;DR Bitcoin fell below the $59,000 threshold as macro pressure returned to crypto markets. The BEA reported May PCE inflation…
Trump says Iran violated ceasefire with drone attacks on Strait of Hormuz ships
The International Maritime Organization earlier paused efforts to evacuate ships and seafarers stranded in the Strait of Hormuz after a…
Build interactive PDF text extraction from Amazon S3
Picture this: a compliance officer needs a specific clause during an audit, an attorney needs contract terms while a client…
Water Cooler Small Talk, Ep. 11: Overfitting in RAG evaluation
Why memorizing for the exam doesn’t mean you understand the subject The post Water Cooler Small Talk, Ep. 11: Overfitting…
David Autor named head of the Department of Economics
David Autor, the Daniel (1972) and Gail Rubinfeld Professor in the MIT Department of Economics, has been named head of…
BitGo Implements 15% Workforce Reduction In Shift To AI Infrastructure
TL;DR BitGo reportedly cut around 15% of its workforce. The move is described as a one-time strategic realignment. The repaired…
Oman Launches Mandatory National Bitcoin Mining Pool In State-Backed Push
TL;DR Oman has launched Omanhash.om, a state-supervised national Bitcoin mining pool. The pool is described as mandatory for licensed Bitcoin…
Deribit Settles $10 Billion June Quarterly Options Expiry
TL;DR Deribit settled a combined BTC and ETH options expiry worth about $10.63 billion, according to the repaired batch. The…
U.S. crude oil falls below $70, resuming losses after attack on cargo ship near Oman
Oil extended declines on Friday, with markets focused any further breakthroughs in the Middle East conflict, while absorbing a flurry…
Amplify the Expert: A Philosophy for Building Enterprise RAG
Enterprise Document Intelligence [Vol.1 #M1] – The thesis behind every architectural choice in this series The post Amplify the Expert:…
LLMs help robots understand vague instructions and focus on key details
Imagine working at a warehouse or office sometime in the near future, and you’re asked to help a new trainee…
CoinShares Survey: 52% Of UK Advisers Face Major Crypto Visibility Gap
TL;DR CoinShares surveyed 261 wealth management professionals for The Silent Portfolio. 52% of UK advisers reported a management gap above…
Polymarket annualized revenue surpasses $1 billion six weeks after its U.S. exchange launch
World Cup trading and the end of its U.S. waitlist are driving rapid growth for Polymarket’s prediction market platform.
How to Ace Data and ML Behavioural Interviews
How to smash through data / ML behavioural interviews The post How to Ace Data and ML Behavioural Interviews appeared…
CLARITY Act July Senate Schedule Stalled Amid Housing Bill Veto Standoff
TL;DR The CLARITY Act remains on the Senate calendar, but timing is fluid. A separate housing-bill standoff is adding pressure…
Shipping rebounds in Strait of Hormuz one week after U.S.-Iran deal – but fragile confidence threatens recovery
Shipping traffic through the strategically vital Strait of Hormuz is recovering one week after the U.S. and Iran signed an…
Meet container: Apple’s Open-Source Swift Tool for Running Linux Containers as Lightweight VMs on Apple Silicon
Apple research team recently released the container project. It is an open-source command-line tool written in Swift. It creates and…
U.S.-Iran peace deal grants access to Tehran’s nuclear sites, UN watchdog says
“The technical work has started, and we hope to be there soon,” IAEA chief Rafael Grossi said at a news…
UN agency pauses Hormuz ship evacuation plan after first vessel attack under peace deal
The pause follows a container ship being struck near the coast of Oman on Thursday, with a U.S. official saying…
Rescuers search rubble for survivors as Venezuela earthquakes kill at least 188
Nearly 1,500 people have been injured after two seven-plus magnitude shallow quakes hit seconds apart.
Bitcoin ETP Flows Turn Negative For First Time Since 2023, K33 Reports
Institutional Bitcoin demand is showing fresh signs of fatigue, with K33 Research reportedly flagging a record drawdown in global Bitcoin…
Iran behind attack on cargo vessel near Oman in Strait of Hormuz, U.S. official tells MS NOW
“The only crop we’re harvesting is what you planted: decades of mistrust,” Iranian parliament speaker Mohammad Bagher Ghalibaf said in…
Coinbase Open To More Acquisitions After $2.9B Deribit Deal Closes, CEO Says
Coinbase may not be finished shopping after its Deribit acquisition. The exchange’s chief executive has signalled that the company remains…
DeFi Total Value Locked Plunges 39% In 2026 As Yields Cool Down
Decentralized finance is going through a reset after another stretch of shrinking liquidity. Aggregate DeFi total value locked has reportedly…
CFTC Sues Kentucky To Shield Kalshi And Polymarket Event Contracts
The regulatory fight over prediction markets has moved into another federal courtroom, with the Commodity Futures Trading Commission suing Kentucky…
Aave Proposes Cross-Chain Deployment For Yield-Bearing sGHO Stablecoin
Aave governance is weighing a proposal to bring savings GHO, or sGHO, across chains, a move that could make the…
Prediction Market Kalshi Reportedly Seeks New Funding At $40 Billion Valuation
Kalshi is reportedly seeking fresh funding at a valuation of around $40 billion, a striking figure that shows how quickly…
Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory
I benchmarked raw chat history, vector-only RAG, and a context graph on the same multi-agent conversations. The results exposed a…