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Durable Streams is an open protocol that provides real-time sync to client applications. It supports catch-up reads and live tailing. The protocol works anywhere HTTP works, and it is built on standard HTTP with no custom protocols. Durable Streams is built for production scale. It complements backend streaming systems by reliably streaming data to client applications.
Streamdown is a drop-in replacement for `react-markdown` specifically engineered to handle the unique challenges of streaming Markdown content from AI models. It fixes issues like incomplete or unterminated Markdown blocks. Streamdown supports GitHub Flavored Markdown, LaTeX math rendering, Mermaid diagrams, and Shiki code highlighting.
Fate is a modern data client for React and tRPC that simplifies data fetching and state management. It combines features like view composition, normalized caching, data masking, and Async React capabilities with tRPC's type safety.
Stock macOS can be inefficient and disruptive. To regain a frictionless workflow, this dev re-engineered macOS to reduce visual searching and manual interaction. This was done by using Aerospace for deterministic window management, Tmux for streamlined development, modal editing for text manipulation, and tools like Vimium and Homerow for keyboard-driven navigation across the browser and OS.
This post introduces the goal of writing a small Cheat Engine clone in Rust to understand how the original tool functions by replicating its tutorial steps. The first step focuses on learning to enumerate active processes, opening them, and retrieving their module names programmatically. This is done through Windows API functions like `EnumProcesses`, `OpenProcess`, `EnumProcessModules`, and `GetModuleBaseNameA` while managing Rust's `unsafe` code.
After two years, this dev's company switched from the Shape-Up software development methodology because its rigid 6-week cycles and project size mismatch no longer suited their needs for flexibility and a clearer product direction.
Django 6.0 introduces a host of new features, including template partials, a built-in tasks framework, Content Security Policy (CSP) support, and a modernized email API.
React's new “Async React” combines five primitives to handle coordination automatically: `useTransition` tracks async work, ‘useOptimistic` makes UI instant (checkboxes toggle before server responds), Suspense handles loading, use() replaces `useEffect` for data fetching, and `useDeferredValue` keeps inputs responsive.
Downdetector is a service built to monitor outages, but it experienced downtime itself during a Cloudflare outage.
The journey to becoming a software conference speaker begins by developing and refining unique talks at local user groups to practice, then progressing to community conferences to be seen and build a professional network.
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Jason Freedman has read 8,000 YC applications. They went back and tested which questions actually predicted success by checking if they would have disqualified the biggest outcomes. What predicted success by a mile was determination. So predictive that YC took it and found five different ways to ask it.
Startups in 2026 will focus on transforming unstructured multimodal data into structured formats, automating cybersecurity tasks to close hiring gaps, and developing agent-native infrastructures for AI workloads. AI will also enhance creative tools for seamless storytelling across media, redefine data stacks with AI-native features, and push traditional systems of record into the background in favor of dynamic agent-led execution environments. Vertical AI will evolve into multi-party collaborations, agents will prioritize machine legibility over human interface design, and personalized experiences will become the norm, culminating in AI-native universities and interactive storytelling worlds.
You've got an idea, and you're convinced it's great. You want to start building right now. This is how founders waste months on things nobody wants. PostHog's founders pivoted five times, and most of those ideas never made it past a single conversation. The trap is asking people if they like your idea - they'll say yes just to make you go away. Instead, find out if they've actually had the problem and tried to solve it themselves. If they built some crappy internal system to deal with it, there's probably a business there. If it's not a hair-on-fire problem for them, move on.
Make help requests specific, finite, and actionable to increase the chances of receiving assistance. Requests should clearly define the commitment, showing preparation and ensuring the help will be impactful. Avoid open-ended asks and demonstrate you have taken steps on your own, and value the helper's input.
Why do brilliant teams often plateau at $20M ARR? It isn't a lack of effort—it's usually a lack of Single-Threaded Ownership. If two people own a goal, no one does. This guide details how to build performance infrastructure: hire for "capacity" (driving initiatives start-to-finish), define specific actions that violate your values (like saying "that's not my job"), and ensure every objective has exactly one owner so performance is always visible.
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Atonomo finds one high-impact conversion optimization each week. They watch session replays, analyze funnels, and prioritize by KPI.
It's normal to feel lonely, scared, or overwhelmed when in the operator seat. You need to build infrastructure around yourself, not just the company. Start building a support structure, and everything will start to feel a little less heavy. Finding support and letting yourself use it is part of the job now.
AI has opened up the potential for real innovation, but founders are still building specialist AI products as if they were building the same subscription software tools of the last decade. Specialization will eventually lose out to simpler systems with more compute and more training data. The businesses that will define this era will be the companies that build what models need to get better, or companies that discover work that's only possible because of AI.
Using humans to ask basic questions that AI could answer in seconds isn't diligence in 2025.
The startup world has a sameness problem.
Stripe offered to acquire Airwallex for $1.2 billion when it had $2M in revenue, but the offer was rejected.
AI expands what is possible for companies and opens the door to categories that were previously out of reach.
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Today's phishing attacks involve AI-generated voices, videos, and interactive deepfakes of company executives. They fool 99% of people.
A coordinated phishing campaign that ran from April to November targeted at least 18 US universities using approximately 70 domains and the Evilginx adversary-in-the-middle toolkit. Attackers sent personalized emails containing TinyURL-shortened links that impersonated university SSO portals to steal MFA-bypassing session cookies. UC Santa Cruz, UC Santa Barbara, University of San Diego, Virginia Commonwealth University, and University of Michigan were among the most heavily targeted. Recommended mitigations include adopting phishing-resistant MFA (FIDO2/WebAuthn) and monitoring unusual session cookie behavior.
Vitas Healthcare, the largest US for-profit hospice chain, reported that a compromised vendor account was used to access its systems from late September to late October, exposing data belonging to over 300,000 current and former patients. Exposed information includes contact details, identification numbers, Social Security numbers, medical and insurance data, and next-of-kin contacts. No ransomware group has claimed responsibility.
Ivanti disclosed a critical vulnerability in its Endpoint Manager (EPM) platform that allows unauthenticated attackers with access to the EPM web service to register fake endpoints and inject malicious JavaScript into the administrative dashboard. Ivanti also patched three additional high-severity vulnerabilities, including two that could enable unauthenticated remote code execution on arbitrary systems.
A security researcher released a Sysmon configuration tailored to detect Remote Monitoring and Management (RMM) tools listed in the LOLRMM framework. The rules cover process creation, file operations, network activity, and DNS queries, derived from behavioral analysis of RMM installers executed in VirusTotal, Hybrid-Analysis, and Any.run sandboxes. By capturing file paths, registry keys, and network indicators, the configuration helps security teams spot unauthorized RMM activity even when binaries are renamed or obfuscated.
The UK NCSC explains that prompt injection fundamentally differs from SQL injection because LLMs do not separate instructions from data, they simply predict tokens. As a result, techniques like parameterized queries cannot fully mitigate prompt injection. The agency recommends treating LLMs as "inherently confusable deputies" and implementing deterministic guardrails that constrain system actions outside of the model rather than relying on input filtering. Effective defenses include enforcing least privilege for LLM-driven workflows, closely monitoring tool and API usage, and acknowledging that prompt injection remains a residual architectural risk.
Risk-Based Alerting (RBA) allows analysts to combine multiple lower-fidelity alerts into a single higher-confidence incident by assigning risk scores to alerts that do not individually generate incidents. An incident is only created once a cumulative risk threshold is met. When assigning scores, teams should weigh potential impact, the criticality of the asset or user involved, and the confidence that the behavior reflects real malicious activity. This approach can reduce alert fatigue and improve triage efficiency.
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Deepfakes are getting more sophisticated and now span voice, image, and video. Resemble AI's DETECT-3B Omni [13] gives security teams a way to fight back: this multimodal AI model was trained on 3 billion parameters to deliver unified deepfake protection across all content types, with a benchmark-beating 94-99% accuracy. Read the detailed
This tool provides a streamlined interface for searching proof-of-concept (PoC) exploit code associated with specific CVEs. Rather than serving as a vulnerability database, it aggregates and directs users to underlying PoC sources, making it useful for quickly locating exploit references for testing, validation, or workflow integration.
Imper.ai provides real-time detection and prevention of impersonation and social engineering attacks across video, voice, phone, and chat communications.
CrackFtp is a mass FTP checker and cracker designed to test login credentials and alert on successful logins to secure domains with Telegram notifications.
Twin brothers Muneeb and Sohaib Akhter, federal contractors previously convicted of hacking in 2015, were arrested for allegedly deleting nearly 100 government databases containing FOIA records and sensitive investigative files. After learning of their termination from Opexus, the pair allegedly used still-active credentials to access systems. Authorities say Muneeb also stole IRS tax records of 450 individuals and attempted to erase evidence via AI-assisted log deletion queries. The case underscores the need for immediate credential revocation on termination, rigorous vetting for privileged roles, and strong backup strategies.
Russian threat actor UTA0355 impersonated multiple prominent European security conferences, including the Belgrade Security Conference and Brussels Indo-Pacific Dialogue, to harvest Microsoft 365 credentials. The attackers created convincing replica websites and abused OAuth and Device Code authentication flows. They used rapport-building outreach on WhatsApp and Signal, leveraged compromised accounts for credibility, and selectively triggered credential theft based on targeted email domains. Defenses include user training on OAuth consent prompts, monitoring anomalous device registrations in Entra ID, and enforcing conditional access controls.
Security researchers report a 700% increase in ransomware attacks targeting hypervisors like Hyper-V and VMWare ESXi, with groups such as Akira leading the trend. Hypervisors often lack endpoint-style protections and offer attackers a control point over numerous VMs simultaneously. Attacks abuse built‑in tools to encrypt VM storage and misuse management utilities to disable protections.
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FinCEN reported $2.1 billion in ransomware payments across 4,194 incidents from 2022-2024, with 2024 showing a significant drop to $734 million following law enforcement disruptions of ALPHV/BlackCat and LockBit operations.
Google patched a Gemini Enterprise weakness that let attackers hide prompt-injection instructions inside shared Docs, Calendar events, or emails.
The US is offering up to $10 million for information on two key figures in the Iranian state-linked hacking outfit now called Shahid Shushtari, previously known by several front-company names.
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Great marketers are agile, adaptable, and focused on getting results—and they deserve a work management platform that does the same. That's why Asana is built for the way marketing teams want to work today.