A Developer's Guide to Choosing the Right PDF Splitting Strategy

Splitting a PDF into multiple output files becomes complex at scale, requiring engineers to think carefully about how page ranges map to output containers. The PDF format stores pages as a tree of indirect objects, meaning logical page order can differ from raw file index, which naive splitting tools often mishandle. Engineers can rely on three core strategies: fixed-size partitioning for predictable batches, boundary-driven partitioning for documents with structural markers, and selector-driven partitioning using a manifest file for audit or legal work. A practical rule of thumb is to use fixed or boundary-based splits when input data changes but rules stay constant, and manifest-driven splits when the mapping itself varies per batch. Documenting the page-to-file mapping explicitly before processing is recommended to avoid hard-to-trace errors in output validation.

Manoj Jarange's Mumbai March Set to Coincide with Ganesh Festival

Maratha quota activist Manoj Jarange is planning a march to Mumbai that is expected to coincide with the Ganesh festival. The timing of the march has drawn attention due to its overlap with one of Maharashtra's most prominent religious celebrations. Jarange has been a leading voice in the ongoing agitation demanding reservations for the Maratha community. The convergence of the protest march and the festival period is likely to draw significant public and administrative attention in Mumbai.

Developer fixes false-stale alerts by replacing byte pins with key-based anchors

A software team maintained a code citation register where rows turned 'stale' whenever their referenced bytes changed, but legitimate actions like adding a new layer were triggering nine false alarms at once. The tempting fix — repinning to refresh the hash — was ruled out because it would launder real staleness into green alongside false positives, making the tool unreliable. Investigating the root cause revealed that the affected rows only needed to confirm a declaration existed and was findable, not track its exact byte contents, which three separate parsers already validated. The team introduced a new 'key anchor' type that checks for the presence of a named key rather than byte-level content, eliminating positional drift and making the repin command irrelevant for those rows. Ten rows migrated to the new anchor type while 124 retained byte pins, and the test suite expanded from 74 to 101 arms to ensure both anchor types behave correctly under real changes.

TryHackMe Metasploit Payload Generation Room: Key Answers and Walkthrough

A writeup for TryHackMe's Metasploit Payload Generation room covers core concepts including stageless versus staged payloads, where stageless payloads are self-contained and require no secondary download. The guide walks through msfvenom commands for generating Windows and Linux payloads, covering flags for output format, bad character exclusion, and executable template injection. It also explains configuring a universal listener using the exploit/multi/handler module, with ExitOnSession disabled to maintain multiple sessions. The capstone task involves uploading a reverse shell via an SMB share, then using Meterpreter to dump NTLM hashes and retrieve a flag from the Administrator's Documents folder.

Explosions Reported Near Iran's Qeshm Island in Strategic Gulf Waters

Explosions were heard off the coast of Qeshm Island, located along a strategically significant waterway in Iran. The incident adds to rising tensions in the region in recent weeks. Iran has reportedly been conducting attacks on oil tankers navigating through the strategic waterway. US military bases in Gulf countries have also been targeted by Iran during this period of heightened hostilities.

Linux Zoom Client Found Silently Reading All X11 Clipboard Contents

The Linux version of the Zoom desktop client has been observed proactively reading everything written to the X11 clipboard, even when the application is not in active use. This behavior was flagged by Simon Tatham, a well-known developer, who shared his findings on the Mastodon platform. The clipboard on X11 works differently from other systems, potentially making such passive monitoring easier to implement. This raises significant privacy concerns, as sensitive data copied by users could be accessed by the Zoom process without their knowledge or consent. The issue was discussed on Hacker News, drawing attention from the developer community.

Developer finds 374 of 412 privacy scan hits traced to one repeated line of build tooling

A developer running a pre-publication privacy scan on a code repository flagged 412 hits across 16 files, initially suggesting widespread issues requiring extensive review. Closer analysis revealed 374 of those hits were the same single line — a build tool emitting an absolute home directory path — repeated across 208 logged control runs. Rather than resetting the append-only log to hide the leak, the developer chose to exclude the private log from publication and start a fresh public log using a relative path token, preserving the integrity of both records. The generator was fixed to emit a repo-relative token instead of an absolute path, resolving the root cause with one code change. The incident highlighted that build tools and test harnesses, unlike application code, are rarely reviewed for what they write into permanent logs.

Laid-Off Automotive Software Architect Reflects on Career Shift and Industry Decline

A software architect with nearly a decade of experience in the automotive embedded systems industry was laid off by end of 2025 as part of company-wide redundancies. Rather than aggressively job-hunting, he used the time to revisit foundational hardware platforms and explore new technical skills at his own pace. He found that his background in C-heavy embedded development made transitioning to desktop or systems C++ roles difficult due to a lack of formal commercial experience in that area. Observing peers accept steep pay cuts or search fruitlessly for openings, he concluded that the traditional automotive software market is unlikely to recover and that the broader software engineering job market is shrinking. He now plans to pursue a hybrid livelihood combining handyman work, freelancing, and small local technical projects, having stepped away from the conventional IT career path.

How AWS Lambda Can Generate 1 Million AI Briefings for $48 Using Serverless Batch Processing

A serverless architecture using AWS Lambda, Step Functions, and open-source AI models can generate one million personalized AI briefings for approximately $48, compared to roughly $10,000 using managed APIs like OpenAI or Anthropic. The approach packages a quantized Meta Llama 3.2 3B model inside Docker containers deployed to AWS Lambda, enabling CPU-based inference entirely within the function — eliminating third-party API rate limits and network latency. Up to 10,000 Lambda functions run concurrently, each processing batches of user data sourced from an S3-hosted file containing personalized context such as reading history and preferences. Output is streamed through Kinesis Data Firehose and converted into Parquet format via AWS Glue before Amazon SES delivers the briefings to users at a scheduled time. The Scatter-Gather pattern, orchestrated by AWS Step Functions' Distributed Map state, makes this high-volume batch workload feasible while scaling infrastructure costs down by an estimated 99%.

Developer Builds AI Tool to Extract Tech Stacks from YouTube Tutorials Accurately

A developer built VidScope, an AI-powered tool designed to identify and extract technology stacks mentioned in YouTube programming tutorials. The tool was created out of frustration with manually pausing and rewinding videos to note frameworks, libraries, and hosting providers. Unlike standard AI summarizers, VidScope is built around strict extraction rather than interpretation, only surfacing tool names that appear verbatim or near-verbatim in the video transcript to prevent hallucinated results. The pipeline pulls or transcribes video captions, chunks long content, and resolves each extracted tool name to its official documentation link automatically. Key engineering challenges included handling ambiguous tool names, filtering non-tool terms, deduplicating repeated references, and merging extraction state across chunks from lengthy videos.

Visa squeeze turns India’s brain drain into brain gain

India to Chair BRICS Summit, Putting Strategic Autonomy to the Test

India is set to host and chair an upcoming BRICS summit in New Delhi. The role of host nation places India at the center of a major multilateral gathering. This responsibility directly challenges a foundational principle of India's contemporary foreign policy approach. Strategic autonomy — the ability to engage independently with all global powers — will be closely scrutinized during the summit. How India navigates competing interests among BRICS members is expected to define its diplomatic standing on the world stage.

Reform UK receives $97M from two crypto billionaires in record 24-hour fundraise

Nigel Farage's Reform UK party has secured $97 million in donations from two cryptocurrency billionaires within a single 24-hour period. The combined sum matches the largest individual political donations ever recorded in United Kingdom history. The fundraising surge represents a significant escalation of the crypto industry's financial involvement in British politics. The donations sharply boost Reform UK's financial standing and signal growing political ambitions backed by digital asset wealth.

Reproducible AI Benchmarks Require Frozen Dataset, Oracle, and Metrics Bundle

A coding-agent benchmark score is meaningless unless the dataset, oracle, metrics, and environment are locked together as a single versioned bundle before any evaluation runs. Publishing a success rate without these frozen components is comparable to reporting a race time without confirming the distance or the position of the finish line. The proposed framework organizes tasks into a structured directory, each with a stable identifier, a frozen prompt, fixture files, and an oracle definition. A manifest file hashes every component that could affect scoring, and this manifest must be generated before any agent process begins to prevent post-hoc oracle changes. The harness presented is a reproducibility scaffold for future benchmarks, not a record of a completed evaluation.

81-year-old meets schoolmate PM Modi seeking CBI probe into land dispute

An 81-year-old man met Prime Minister Narendra Modi, his former schoolmate, to seek justice in a long-running land dispute. The elderly resident alleges that his property has been encroached upon using forged documents. Following the meeting, municipal authorities have scheduled a hearing for September 16 to address the matter. Representatives from the construction companies involved in the dispute have been asked to appear at the hearing.

Anthropic, OpenAI, and Musk Agree Frontier AI Development May Need to Slow

Anthropic CEO Dario Amodei has called for a slowdown in the race to develop advanced AI systems. OpenAI's Sam Altman and Elon Musk have both expressed agreement with this unusually aligned position. The concern centers on frontier AI systems that are becoming capable enough to assist in building their own next-generation successors. The convergence of views among these prominent and often competing AI figures marks a notable moment in the industry's ongoing safety debate.

BRICS Pushes for Self-Reliance Amid Global Trade Restrictions

BRICS nations are actively pursuing greater self-reliance as global trade faces increasing disruption. The bloc is focusing on key strategic sectors including energy, food security, and rare earth materials. This push comes in response to a shifting global landscape marked by sanctions, tariffs, and trade restrictions. By strengthening internal capabilities in these critical areas, BRICS aims to reduce dependence on external markets and powers.

Noida man arrested for pushing wife off terrace amid dowry dispute

A man in Noida has been arrested for allegedly pushing his wife off the terrace of their home, resulting in her death. The dispute reportedly stemmed from unmet dowry demands amounting to thirty lakh rupees and a car. Before the incident, the victim had called her brother expressing fear that her in-laws might harm her. She succumbed to injuries sustained from the fall. Police are currently investigating the case and searching for other family members believed to be involved.

Xi's India Visit Would Carry Major Symbolic Weight, Says Former Envoy

A former Indian ambassador to China has highlighted the significance of a potential visit by Chinese President Xi Jinping to India. The ex-envoy stated that the optics of such a visit would be very important, particularly in the context of BRICS-related diplomacy. He suggested that a bilateral meeting between the two leaders could help lay the groundwork for stronger outcomes going forward. The remarks reflect cautious optimism about the trajectory of India-China relations at a diplomatic level.

Developer Builds Browser Game Collection to Kill Time at Work

A developer has created TapWhenBored, a small collection of browser-based casual games designed for quick breaks. One of its featured games, Marble Nostalgia, is a digital take on the classic marble solitaire board game where players must eliminate marbles by jumping over them. The goal is to leave just one marble remaining on the board, a feat no player has achieved so far. The developer has set up a leaderboard to track player progress toward that milestone. The project includes several other casual games beyond Marble Nostalgia and is open for anyone to try.