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IndiaTimes of India ·

Owaisi Slams Allahabad HC Hijab Ruling as Attack on Religious Freedom

AIMIM chief Asaduddin Owaisi has strongly condemned an Allahabad High Court ruling that denied a student permission to wear a hijab in school. The court dismissed the student's petition, citing a lack of adequate religious documentation to support the claim. It also stressed that students are bound by school uniform policies and that no enforceable right exists to alter such dress codes. Owaisi argued the verdict amounted to an attack on Islam and on individuals' right to practice their religion freely.

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ProgrammingDEV Community ·

Zero-Trust Authorization Framework Proposed for Debt Collection Systems

A technical framework applying NIST SP 800-207 Zero Trust Architecture to debt collection operations has been outlined, separating authorization decision logic from execution logic. The design introduces a Universal Action Request Contract that uses cryptographic pseudonymous references instead of raw personal data, ensuring privacy across communication channels. Incoming evidence is classified into four states — missing, stale, conflicting, or invalid — to enforce strict, verifiable authorization checks before any collection action is taken. The architecture mandates deterministic decision engines over AI language models for final authorization rulings, with LLMs limited to fact extraction and record reconciliation. Short-lived, sender-constrained permits based on RFC 9449 are proposed to replace conventional bearer tokens, reducing risk in high-consequence collection operations.

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ProgrammingDEV Community ·

Step-by-Step Guide to Installing Graphify for Use with Claude CLI

Graphify is a command-line tool that converts a codebase, configuration files, or documentation into a queryable knowledge graph, outputting files such as graph.json and GRAPH_REPORT.md. The tool is installed globally on Linux or WSL using uv, a Python package manager, and only project-specific configuration needs to be repeated per repository. Users must install the appropriate backend client extra — such as the Anthropic, Gemini, or OpenAI package — depending on which large language model they intend to use for semantic extraction. API keys for the chosen backend must be set as environment variables, with a noted caveat that quoted values in .env files can cause authentication errors if not stripped correctly. The guide also recommends limiting graph extraction to relevant project paths and using the --max-concurrency 1 flag when hitting rate limits on free-tier LLM APIs.

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ProgrammingDEV Community ·

Developer Deploys Indonesian Independence Day Web Game Using Tencent EdgeOne Makers

A developer built a responsive web game celebrating Indonesian Independence Day, featuring a double-jump mechanic and collectible young coconut items. The main challenge was finding a deployment platform that could serve static assets quickly, manage traffic, and support a smooth workflow at low cost. Tencent EdgeOne Makers, formerly known as EdgeOne Pages, was chosen for its global edge CDN, built-in security features, and automatic Git-based CI/CD pipeline. The platform caches assets across global edge nodes, ensuring fast load times for users worldwide regardless of location. The developer concluded that EdgeOne Makers simplifies deployment for projects ranging from static sites to complex interactive applications without requiring manual server management.

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ProgrammingDEV Community ·

Why WordPress Search Plugins Should Return Post IDs Instead of Full Results

A software developer argues that WordPress search plugins should output only post IDs rather than rendering their own complete result sets. Plugins that control the full output pipeline tend to conflict with multilingual tools, access-control systems, and other site components because they bypass WordPress's native content handling. Returning post IDs instead allows WordPress to apply translation layers, permission checks, and correct ordering automatically, without the plugin needing to replicate that logic. The approach also improves fault tolerance: if a search API fails, the plugin can fall back to WordPress's built-in keyword search rather than returning a blank page. Preserving the native search clause conditionally, and setting the correct orderby parameter, are highlighted as two commonly overlooked but critical implementation details.

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IndiaTimes of India ·

Amazon to shut down 21-year-old Mechanical Turk platform by September 2026

Amazon has confirmed it will permanently close its Mechanical Turk platform on September 30, 2026. The crowdsourcing service, which connected hundreds of thousands of workers with small digital tasks, had operated for over two decades. It faced growing pressure from advances in artificial intelligence and increasing competition from rival platforms. Amazon had previously attempted to repurpose the platform to support AI training needs, but the service continued to decline. Many workers had relied on Mechanical Turk as a source of flexible remote income.

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ProgrammingHacker News ·

Apple Unveils Mac Studio Powered by M5 Ultra Chip with 1.2TB/s Memory Bandwidth

Apple has announced a new Mac Studio desktop computer featuring the M5 Ultra chip, boasting a memory bandwidth of 1.2TB per second. The M5 Ultra represents Apple's latest advancement in its in-house silicon lineup, targeting high-performance professional workflows. The Mac Studio is designed for users requiring substantial computing power, such as video editors, 3D artists, and developers. Details are available on Apple's official Mac Studio product page, where specifications and pricing are listed.

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ProgrammingDEV Community ·

Embedding-Based Intent Detector Hits 92% Recall but Struggles With Negation and False Positives

A developer built a lightweight two-stage message classifier to detect actionable chat messages without calling a large language model on every input. The system uses sentence embeddings and cosine similarity, comparing each message against tool descriptions and neutral anchor phrases rather than relying on a fixed similarity threshold. Tested on 300 generated messages, the detector achieved 92% recall but only 76% specificity, meaning roughly one in four harmless messages incorrectly triggered an action badge. A key structural flaw was identified: embeddings cannot distinguish negation, so phrases like 'the outage is fixed, thanks' score nearly identically to 'outage.' The author argues this limitation is inherent to the embedding approach rather than a tuning problem, and recommends accepting the trade-off rather than attempting to engineer around it.

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ProgrammingDEV Community ·

Shipping AI Agents to Production Is Harder Than the Hype Suggests

An engineer with 18 months of experience building AI agent systems across multiple teams has outlined the key gaps between benchmark performance and real-world production results. Unlike controlled evaluations such as SWE-Bench or GAIA, production environments involve ambiguous user inputs and unpredictable outcomes that reasoning models are not equipped to handle reliably. The author found that constraining agent action spaces to well-defined schemas and typed toolsets significantly improved reliability compared to open-ended approaches. A major recurring failure was the absence of observability infrastructure, as multi-step agent executions require structured trace logs — including plan steps, tool calls, latency, and outcome classifications — to be debuggable at scale. The piece recommends OpenTelemetry as a foundation for tracing and argues that observability must be built into agent frameworks from the start rather than added as an afterthought.

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IndiaTimes of India ·

India opens missile manufacturing to private firms to cut import reliance

India is expanding defence self-reliance by allowing private companies to enter full-scale missile production. The Defence Research and Development Organisation (DRDO) is transferring conventional missile technologies to domestic firms to enable this shift. The initiative is designed to reduce the country's dependence on imported defence equipment and increase indigenous value addition. Beyond domestic needs, the move also aims to strengthen India's competitiveness in the global missile export market.

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ProgrammingDEV Community ·

How Developers Should Audit a WordPress Site They Inherited From Someone Else

When taking over a WordPress site built by another developer or agency, the new developer often lacks visibility into what is configured under the hood. Experts recommend documenting the site's current state — including active plugins, indexing settings, and debug mode — before making any changes. All installed plugins, both active and inactive, should be reviewed for maintenance status and relevance. Hidden issues such as forced noindex tags, enabled debug mode, or default admin usernames can persist unnoticed on inherited sites. After completing the assigned work, developers are advised to re-check all key settings and remove any temporary content before handing the site back.

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ProgrammingDEV Community ·

Developer launches browser-based iOS pipeline setup tool, cuts price to $1 for a day

A developer has released a hosted, browser-based version of a GitHub Actions pipeline that enables iOS and Android app submissions to the App Store without a Mac. Users authenticate via OAuth, select or create a GitHub repository, and a wizard automatically commits the pipeline template using GitHub's Git Data API. The tool includes an inline Signing Doctor feature that diagnoses certificate and provisioning profile issues before a build runs, and reruns diagnostics automatically if a build fails. Because signing formats such as X.509 and PKCS7 are standard cryptographic standards, the entire service runs on Cloudflare Workers without requiring macOS infrastructure. To encourage real-world testing, the developer temporarily dropped the price from $99 to $1 for 24 hours for the iOS tier.

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ProgrammingDEV Community ·

Google Launches Gemini 3.5 Flash for Fast, Affordable Agentic AI Development

Google released Gemini 3.5 Flash in mid-May 2026, targeting developers who need high-speed, cost-effective AI for agentic applications. The model supports a one million token input window, enabling developers to process entire codebases or lengthy video content within a single prompt. Gemini 3.5 is natively multimodal, handling text, images, audio, video, and PDF documents without requiring external conversion tools. Google reduced pricing on the Flash variant to make high-volume agentic workflows accessible to startups and smaller businesses. Key use cases include automated code review, security vulnerability detection, and video and audio analysis for extracting insights from meetings and tutorials.

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ProgrammingDEV Community ·

How an incremental JSON parser fixes SSE stream fragmentation in chat apps

A developer building a streaming chat interface discovered that their JSON parser was crashing because Server-Sent Events (SSE) does not guarantee each event contains a complete JSON object. The SSE protocol flushes whatever bytes are ready, meaning a single JSON object can be split across multiple events or several objects can arrive in one event. The naive approach of calling json.loads() on each event's data field failed whenever a fragment lacked proper opening or closing braces. The fix involved using Python's json.JSONDecoder.raw_decode to build an incremental parser that buffers incoming chunks and only yields fully formed objects. This approach allows split fragments to reassemble naturally and handles multiple concatenated objects arriving in a single chunk.

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IndiaTimes of India ·

Manjrekar calls for ICC action against Sooryavanshi and Jaiswal over conduct

Former Indian cricketer Sanjay Manjrekar has urged the ICC to take strict action against Vaibhav Suryavanshi and Yashasvi Jaiswal following a conduct-related incident during a recent match. The episode occurred on the opening day of play after Sri Lankan bowler Fernando dismissed Jaiswal. Prior to his dismissal, Jaiswal had struck three boundaries in the same over before Fernando bowled him out. Manjrekar criticized the ICC for appearing to overlook the players' behavior, suggesting the governing body is letting them go unpunished.

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IndiaTimes of India ·

Gold Prices Hold Bullish Long-Term Outlook Despite Short-Term Volatility

Gold prices are currently displaying a positive bias, according to Vedika Narvekar, Research Analyst for Commodities and Currencies at Anand Rathi Shares and Stock Brokers. While short-term fluctuations driven by news events are possible, the overall long-term trajectory for gold remains bullish. Narvekar's assessment reflects broader market sentiment favoring gold as a resilient asset. Investors are advised to consider the distinction between temporary price swings and the underlying upward trend in gold valuation.

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