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Crypto & Web3CoinDesk ·

Bitcoin Steadies Near $77,000 After 22% Weekly Surge; Altcoins Consolidate

Bitcoin is holding its position close to $77,000 following a strong 22% gain over the past week. Altcoins XRP and Zcash, which led last week's rally, are pulling back after their significant price increases. Markets appear to be entering a consolidation phase as early momentum slows. Investor attention is now shifting toward Federal Reserve Chair Warsh's first appearance at the Jackson Hole economic symposium. His remarks are expected to influence broader market sentiment in the near term.

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ProgrammingDEV Community ·

Trae and SQLazy team up to simplify complex SQL with AI-assisted workflows

ByteDance's AI programming tool Trae and the SQLazy IDE have been combined into a workflow designed to make writing complex SQL more structured and auditable. Trae acts as the planning layer, interpreting business requirements and generating step-by-step SQLazy scripts (.nspl files), while SQLazy handles syntax validation, debugging, and cross-database compilation. The approach differs from end-to-end AI SQL generation by introducing an intermediate abstraction layer that improves reproducibility and traceability. A practical guide published on DEV Community walks through four real-world use cases — covering aggregation, multi-table merging, data filling, and amount allocation — to demonstrate the full workflow. The authors highlight errors encountered during testing and explain the reasoning behind corrections, emphasizing human review as a key part of the process.

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IndiaNDTV ·

Kin Denies iPhone EMI Claims Linked to Maharashtra Hill Tragedy Victims

A relative of victims from a Maharashtra hill tragedy has spoken out against circulating claims linking the incident to iPhone loan repayments. Pallavi Patil, sister of victim Sangita, dismissed the iPhone narrative as a baseless rumour. She stated that those spreading such stories have no factual knowledge of the situation. The family has urged people to stop circulating misinformation about the tragedy.

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ProgrammingDEV Community ·

Context Engineering: How to Make AI Coding Tools Work in Real Unity Projects

AI coding assistants often struggle with mature Unity projects not because of syntax errors, but due to missing project context such as package versions, scene ownership, prefab dependencies, and platform requirements. Veteran game developer and Ubisoft Montreal alumnus argues that the quality of AI output depends entirely on how well the surrounding project context is structured and supplied. He recommends creating AI-readable project briefs that surface hidden dependencies — including serialized assets, build settings, and architectural boundaries — before writing any prompt. Smaller, well-scoped tasks paired with explicit acceptance criteria and automated tests are advised over broad feature requests. The approach, called context engineering, aims to make AI suggestions reviewable and safe for production repositories rather than experimental.

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ProgrammingDEV Community ·

Race Condition Flaw Let Single-Use Discount Code Be Redeemed 40 Times

A penetration testing team discovered a critical race condition vulnerability in an e-commerce checkout flow that automated security scanners had rated as low-risk. The flaw allowed a single-use 50% discount code to be redeemed 40 times in under a second by sending concurrent requests before the system could invalidate the code. The vulnerability stems from a 'check-then-act' pattern where the steps to validate a code and mark it as used are two separate operations rather than one atomic action. Standard automated scanners cannot detect such flaws because they send requests sequentially, meaning the exploitable window between concurrent requests never appears during testing. Security researchers note that any business logic involving coupons, referral bonuses, balance withdrawals, votes, or limited inventory is potentially susceptible to this class of attack.

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ProgrammingDEV Community ·

Why Some Founders Are Hiring Manila Dev Teams at One-Fifth the Canadian Cost

A software consultant working with North American startups highlights the significant cost advantage of hiring development teams in Manila, Philippines, compared to Canadian cities like Toronto or Vancouver. For one project called Tokkatok, a seven-person Manila team cost roughly 15,000 CAD per month, versus an estimated 70,000–80,000 CAD for an equivalent team in Canada. The author argues that high English proficiency among Filipino developers and a structured asynchronous workflow help offset concerns around communication and a 12-hour time difference. Projects including a cloud-based laundry management system and a custom HR platform were cited as examples where fully remote Manila teams delivered results with minimal friction. The piece frames geographic talent arbitrage as a strategic consideration for founders prioritizing runway and development capacity.

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ProgrammingDEV Community ·

Developer Launches Warden v0.1.0, an npm-Style Package Manager for Python

A developer has released pythonaibrain-warden (v0.1.0), an open-source Python package and environment manager available on PyPI. The tool introduces an npm-inspired workflow built around deterministic lockfiles that record exact artifact URLs and SHA-256 hashes to ensure reproducible installations. Warden supports isolated virtual environments, per-file dependency targets allowing conflicting package versions to coexist in one repository, and self-contained offline bundles for zero-network builds. A dedicated CI verification command runs deep validation of manifests, lockfile integrity, and environment state, returning non-zero exit codes on failure. The project is hosted on GitHub under DivyanshuSinha136/Pythonaibrain-Warden and can be installed via pip.

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IndiaTimes of India ·

Atletico Madrid fans boo Julian Alvarez repeatedly during match appearance

Atletico Madrid striker Julian Alvarez faced sustained hostility from his own club's supporters during a recent match. The Argentine was booed while warming up, jeered when named among the substitutes, and whistled loudly upon entering the game in the 66th minute. The hostile reception prompted Atletico Madrid to instruct Alvarez to avoid going near the fans. The club's stance, as reported, reflects a desire for a permanent departure, with officials reportedly saying 'let him leave once and for all.'

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IndiaTimes of India ·

75 Tonnes of Poison Couldn't Save Henderson Island: Rats Bounced Back in 2 Years

In 2011, conservationists launched a major rat eradication effort on Henderson Island, a remote South Pacific location, deploying around 75 tonnes of poisoned bait. Despite the scale of the operation, only 60 to 80 rats managed to survive the campaign. Within two years, the surviving population had rebounded to its previous levels. The failed effort highlights how difficult it is to fully eliminate invasive species, even with intensive intervention. The case of Henderson Island serves as a stark reminder of the resilience invasive rodents can display against eradication attempts.

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IndiaNDTV ·

BJP Accuses Congress of Serving Non-Veg at Ayodhya Event; Congress Denies Charge

A political dispute has erupted between the BJP and Congress over an opposition event held in Ayodhya. The BJP alleged that non-vegetarian food was served at the gathering, raising objections to the act in a city considered sacred. Congress MP Pawan Khera dismissed the accusation, stating that party leader Ajay Rai is a vegetarian. Khera further charged that the BJP was using the controversy to distract the public from pressing issues such as exam paper leaks.

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ProgrammingDEV Community ·

How MITRE ATT&CK's Seven Tactics Map to AWS CloudTrail Security Events

Security engineer Akira Nishikawa of Japan-based volunteer community Yamato Security presented on AWS threat detection at HITCON 2026, using open-source tools Suzaku and Senrigan. The presentation focused on mapping real-world AWS CloudTrail log events to seven key MITRE ATT&CK Enterprise Tactics, including Initial Access, Discovery, Credential Access, Persistence, Privilege Escalation, Defense Evasion, and Impact. Nishikawa noted that individual CloudTrail events often appear benign in isolation, making correlation across multiple events — or dedicated tooling — essential for accurate threat detection. The ATT&CK framework was chosen over the Cyber Kill Chain because it better suits cloud environments, excluding phases like Weaponization that are unobservable inside AWS. Findings are drawn from Nishikawa's own experience and research from organizations including Unit 42, Datadog Security Labs, Permiso, CrowdStrike, and Rapid7, covering only attacker behaviors confirmed in the wild.

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IndiaTimes of India ·

Supreme Court seeks replies from Centre, Jharkhand govt over JPSC exam irregularity plea

The Supreme Court has taken cognisance of a petition seeking a CBI probe into alleged malpractices in the Jharkhand Public Service Commission civil services examination. The case has sparked widespread protests in Ranchi, with students demanding accountability over the alleged irregularities. Police responded by registering three FIRs against the demonstrators. Opposition leader Babulal Marandi alleged that ruling party members attacked the protesters. The court has issued notices to the Central government, the Jharkhand state government, and the JPSC, seeking their responses.

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ProgrammingDEV Community ·

Why MCP Protocol Cannot Enforce Business Logic or Authorization Decisions

The Model Context Protocol (MCP) provides a standardized way for AI agents to discover and invoke tools across systems, solving a real interoperability problem in connecting applications to APIs and databases. However, MCP's design does not address whether a requested business action is actually authorized under organizational policy — only whether the technical connection and input schema are valid. In a practical example, an agent executing an employee offboarding request may successfully call the correct tool with valid arguments, yet still act prematurely if it cannot verify who holds authority over the termination time. Production workflows typically involve multiple distinct identities — requester, actor, subject, and approver — and collapsing these roles leads to misleading audit trails regardless of whether OAuth tokens are used correctly. Business rules, policy enforcement, and multi-party authorization must therefore be layered on top of MCP by the surrounding system, not assumed to be handled by the protocol itself.

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ProgrammingDEV Community ·

How Hibernate's L1 Cache Can Make Failing Spring Data Tests Appear Green

A technical deep-dive from the Evolutionary Architecture series explains how Spring Data's @DataJpaTest can produce false-positive results due to Hibernate's first-level cache. When a test saves an entity and immediately retrieves it using findById(), Hibernate returns the cached in-memory object rather than querying the database, meaning no real persistence round-trip occurs. This behavior masks bugs such as missing column constraints or broken entity mappings, which only surface in production. The article identifies the find()/findById() lookup path as the specific vulnerability, noting that custom JPQL or native queries do force a real database round-trip. The proposed fix involves explicitly flushing Hibernate's write-behind queue and clearing the persistence context before any read assertion, ensuring tests validate actual database persistence rather than in-memory state.

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