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Spinal is a codebase exploration tool that aims to show how a project has evolved and surface live changes, branches, and relevant insights. Its creators say it returns initial search results in under 20 milliseconds in a benchmark of the Linux kernel’s 1.48 million commits and 96,000 files.
Wood Mackenzie’s latest levelized-cost report finds four-hour battery storage is cheaper to install than open-cycle gas turbines in all 43 markets where both were assessed. It projects storage costs in the Middle East and Africa will fall from $120/MWh in 2026 to $80/MWh by 2035, while single-axis-tracker solar is the cheapest new-build power source in 43 of 48 markets.
Anthropic outlines a reference implementation for a scheduled Claude Managed Agent that reads Slack channels and GitHub pull requests, tracks changes between runs, and posts a daily brief to Slack. The guide shares setup files and recommends safeguards including per-source bookmarks, live checks before posting, read-only credentials for sources, persistent memory, and a spending cap.
South Africa plans to procure 4.6 GW of battery storage and 5 GW of gas-fired power under the first allocations of its 2025 Integrated Resource Plan, which targets more than 105 GW of new generation by 2039. The government says storage will help reduce renewable-energy curtailment, while gas plants will provide dispatchable power; the first allocation does not include new wind or solar capacity.
PV magazine reports that as of mid-2026, Texas was just behind California’s 55.5 GW of solar capacity and had about half its 60.6 GWh of energy storage. More than 65% of Texas’s solar capacity and 85% of its batteries were installed since early 2023.
The European Commission is preparing time-limited safeguards that could cap imports of Chinese-made hybrid vehicles, potentially using tariffs on shipments above a quota, Bloomberg reported, citing people familiar with the plans. No quota, tariff rate or start date has been set; the EU is considering hybrids as a test case for measures to address trade imbalances with China, which could later extend to other sectors.
The Toronto Maple Leafs beat the Nashville Predators in overtime, earning two points and a win the story presents as significant beyond the standings. The excerpt gives no further details about the game or the argument for what Toronto should build on.
LegalOn says it cut estimated daily Codex costs by 65% while maintaining development speed. It attributed the savings to matching Astra, Sol, and Luna models to different tasks and managing budgets strategically.
OpenAI safety researchers Tomek Korbak, Mikita Balesni and Jasmine Wang say they were fired after raising concerns about AI safety and the company’s work with evaluator METR; OpenAI reportedly says they mishandled confidential information. The roundup also reports releases including OpenAI’s GPT-6.1 Sol Ultrafast and Anthropic’s Claude Haiku 5.5, alongside new research and benchmark findings on agent safety, model performance and infrastructure.
mc Advisory modeled a 4 MWp German solar project with 4 MWh or 8 MWh batteries, comparing solar-only, co-located “Green” batteries charged only by solar, and “Gray” batteries that can also charge from the grid. The analysis found storage raised annual revenues by up to €315,000 before ancillary services; adding aFRR up revenues lifted the 8 MWh Gray case to €835,000 a year, highlighting the trade-offs among battery size, EEG support and market participation.
California has opened a $28 million funding round through the Fast Charge California Project for publicly accessible DC fast chargers, offering up to $100,000 per port. Applications from businesses, nonprofits, public agencies and other site owners are due by January 14, 2027; ready-to-build projects in disadvantaged, low-income and tribal communities will be prioritised.
Toronto visits Vegas on Oct. 8 for the start of a three-game road trip, with the Golden Knights entering 3–1 and the Leafs 2–2. Toronto’s projected lineup moves Easton Cowan alongside John Tavares and William Nylander, while Gavin McKenna skates with Nick Paul and Colton Sissons; Sergei Bobrovsky is projected to start against Vegas, whose top line features Jack Eichel and Mark Stone.
Hugging Face author Yvrj Sharma says its ML-intern agent helped build six models and LoRAs over several days, with projects costing about $103 in total compute. Examples include a 0.8B image-prompt rewriter that runs on a CPU and achieved 99.7% valid outputs, a citrus-disease vision model that raised accuracy from 14.9% to 52.8% on 335 test images, and a four-step image generator that improved GenEval from 0.509 to 0.536. The agent plans and runs training, evaluation and publication jobs after getting a budget approved.
Anthropic released Claude Code v2.1.294, fixing prompt and agent hooks that were written as instructions to block actions but instead allowed them. The release also improves how Stop and SubagentStop prompt hooks are evaluated, aiming to prevent Claude from stopping early.
Anthropic released Claude Code v2.1.293, adding Claude Haiku 5.5 as the Anthropic API’s default Haiku model, with a 1-million-token context window. The update also adds subagent and plugin capabilities and fixes issues across sessions, Remote Control, Claude in Chrome, Slack integrations, and Code Review.
Italy’s energy regulator ARERA raised the maximum premium for the 2029 MACSE battery-storage auction to €27,000/MWh/year, up from the €22,000 proposed in consultation, and introduced annual updates to the technology assumptions used to set auction parameters. Lawyers Germana Cassar of DLA Piper, Marcello Astolfi of Project Lex and Cristina Martorana of Legance say unresolved risks include grid access, permitting deadlines, lithium-price volatility and uncertainty over auction volumes after 2029; Terna has identified a provisional 16 GWh requirement for 2029.
Jaguar unveiled the Type 01, its first production model since the brand’s relaunch: an all-electric four-door GT with three motors producing 758 kW, a 118 kWh battery and a claimed range of up to 720 km. Jaguar says it will start at €165,000 in Germany, with orders opening in early 2027 and deliveries planned for the second half of that year; official WLTP figures are not yet available.
Easton Cowan is being promoted to the Toronto Maple Leafs’ second line with John Tavares and William Nylander, based on coach Hiller’s memory of stretches when the trio worked. Their recent five-on-five sample had a 43.5% shot share and 50% goal share, while wider pairing samples showed Cowan with Tavares at a 51.0% expected-goal share and with Nylander at 50.3%.
Bangladesh’s Executive Committee of the National Economic Council approved a 442 MW solar plant with eight hours of battery storage beside the Rampal coal power station in Bagerhat. The Bangladesh Power Development Board will develop the project for BDT 25 billion ($200 million), with construction scheduled from September 2026 to March 2029.
Mercedes-Benz delivered 68,400 battery-electric passenger cars in the third quarter, up 61% year over year, bringing BEVs to 16.8% of global passenger-car sales; including plug-in hybrids, electrified models made up 25%. The company said sales were led by Europe, while passenger-car sales in China fell 31%; Mercedes sales executive Mathias Geisen said the electric GLC, CLA, GLB and GLA are sold out in Europe for the rest of the year.
The analysis argues that Toronto’s trade of Matthew Knies, Emil Andrae and a second-round pick for Kirill Marchenko was a costly bet that Marchenko can be a more impactful winger and give the Leafs another line driver. It questions Knies’s five-on-five production and says Toronto’s new roster looks more promising, but its forward-line combinations, need for a younger defenseman and reliance on several injury-prone players remain concerns.
Anthropic released Claude Code v2.1.295, adding blocking failure behavior for command and HTTP hooks, terminal status support, and new Claude apps gateway options for upstream timeouts and model routing. The update also includes fixes across MCP connections, background tasks, plugins, terminal rendering, and VS Code, plus changes to cloud sessions and Claude Tag.
Mistral has released a preview of Mistral Large 4, a 1-trillion-parameter model with 49 billion active parameters, trained on 3,800 NVIDIA Grace Blackwell GPUs. The API preview offers “none” and “high” reasoning modes; Mistral says open weights will arrive at the end of the month, and the model scores 38 on Artificial Analysis, up from 9 for Mistral Large 3.
Mexico’s environment ministry conditionally approved Solarig Mexico’s PV Moquel Solar project in Champotón, including a 75 MWac solar plant and a 15 MW, 150 MWh battery system. The approval is valid for construction-related work for 24 months and operation for 30 years, but Solarig must secure forest-land and social-impact authorizations before construction.
Traton R&D chief Niklas Klingenberg says the group is developing LFP batteries for its electric trucks, alongside its existing NMC work. He says battery-electric vehicles remain Traton’s main focus, while the company is also testing range extenders, overhead-wire charging and hydrogen for particular use cases.
Maple Leafs executive John Chayka said he had not fully appreciated Auston Matthews’ leadership until working with him daily, describing how the captain brings players and staff together through personal conversations. In an interview with Mats Sundin before Toronto’s game against Nashville, Chayka also praised Chris Tanev’s defensive impact, while Sundin highlighted Matthews’ on-ice production and leadership by example.
GitHub product manager Erin Havens says secret exposures are rising as code creation accelerates, but GitHub’s data from nine quarters shows no statistically detectable increase in the share of pushes containing credentials. GitHub has developed a ModernBERT classifier with Microsoft Applied Sciences that evaluates secrets in context in under two milliseconds and could more than double the number blocked before they enter repository history; the feature is in private preview, with broader availability planned.
Return has brought its 100MW/200MWh Antares battery energy storage system into commercial operation in the Netherlands. It is the largest BESS in the country to reach that stage, according to the report.
Xpeng opened an invitation-only pilot of its Yoyo robotaxi service in China on October 8, after employees completed more than 2,200 trial rides. The GX-based SUV uses four in-house Turing AI chips and Xpeng’s VLA 2.0 driving model; the company has not disclosed fleet size or a date for public access.
The story is a preview of Toronto’s first road game of the season, against the Pacific-leading Vegas Golden Knights on Thursday, after the Maple Leafs split their first four home games.
