Loop

A new open-source tutorial guides developers through auditing AI coding repositories using Harness Score, a framework that rates harness maturity from L0 to L4. Readers are told to interpret the maturity levels and improve their development feedback loop incrementally rather than chasing a fixed score. The piece is gaining traction among developers interested in devtools, coding practice and AI-assisted software engineering workflows.

A new feature by Audiofanzine explores how pattern-based sequencers have transformed music composition, allowing musicians to build and arrange music in step-by-step loops rather than traditional notation. The piece examines how the tool reshaped electronic and studio workflows, and discussion around it highlights renewed interest in composing differently using sequencers.

Early voting has opened in Chicago ahead of the November election, with voters able to cast ballots at the Loop Super Site, according to the Chicago Board of Elections. The downtown site is expected to serve as a central hub for early ballots as election officials prepare for turnout across the city in the weeks leading up to Election Day.

Runners in Sheffield completed a relaxed 10k along their usual route out to Oughtibridge and back with friends on a weeknight. The run is a regular after-work option, but the group says the route needs rethinking soon because it is getting noticeably dark by the end of the loop, raising safety concerns for evening training as the season changes.

TEI has acquired a retail property on Jeweler's Row in Chicago for $3.9 million. The deal adds to the real estate investment firm's retail holdings along the well-known jewelry district in the city's Loop area. The transaction highlights continued investor interest in urban retail properties.

Macklemore announced three dates in Dublin, Paris and London for his Free Palestine Tour, and says all three sold out within a week of going on sale. The news follows his reported removal from Ed Sheeran's Loop Tour after his pro-Palestine remarks. Supporters see the sell-outs as evidence of strong audience backing for his stance, keeping the rapper's activism and its career consequences in the spotlight.

A rapid series of CLI releases, versions 15.0.2 through 15.0.6, shipped within a single week, all centred on supporting long-running AI agents. The updates reportedly include features such as shared Serena daemons and bounded retry loops, aimed at making agent-driven coding and development workflows more reliable and productive for programmers.

A coach's reflection on rumination is drawing attention: the late-night mental replay of an argument or hurtful comment, and how fixating on what someone else did keeps people stuck. The advice circulating is to separate what is within your control, your own response and boundaries, from what is not, other people's behaviour, and to practise redirecting the mind when it loops.

Developers moving from simple LLM prompting to autonomous agent workflows are flagging the black-box problem as their main operational bottleneck. Once a multi-step task starts, they often cannot see intermediate actions such as browser clicks or the agent's subtask reasoning loops until the process finishes, making debugging and auditing difficult. Discussion is focused on how little visibility current tooling gives into what agents are actually doing mid-run.

A new Senate bill would exempt small stablecoin purchases from taxation and close the wash-sale loophole that lets crypto investors claim losses and quickly repurchase assets. If passed, the change would affect how Bitcoin and XRP holders realise losses and manage small transactions. The proposal signals renewed congressional interest in clarifying US digital asset tax rules.

The US Treasury has signaled that the ETF redemption mechanism allowing investors to defer capital gains taxes indefinitely will remain intact, while targeting six specific practices where funds have stretched the rules. Fund managers and investors had feared a broader crackdown on the loophole, which lets ETFs avoid realized gains through in-kind share redemptions.

A new essay argues that the line between teacher and learner is blurring, as people increasingly rely on AI systems to guide their thinking while those systems are trained on human output. The piece suggests this feedback loop makes it hard to say who is instructing whom, and readers are weighing in on what that means for education, expertise and creativity.

Feeloop's market digest reports EACC/USDT as the top arbitrage opportunity, with a funding rate of -1521.8% APR, meaning shorts pay longs. The digest also lists liquidity pools worth 3.2 million dollars on its LP terminal, with the top BSC pair offering 5053.0% APR. The figures point to unusual volatility or positioning in the EACC/USDT market.

DeFi analytics service Feeloop is publishing automated market digests flagging unusually negative funding rates on the GP/USDT pair, with a short-pay-long setup quoted at roughly -4,380% APR. The same updates also list liquidity pools totalling about 3.2 million dollars and a BSC pair offering over 5,000% APR for liquidity providers, figures that stand out even by DeFi standards.