TECH NEWS
Cisco and the cybersecurity agency CISA on Wednesday flagged the exploitation of a Cisco Secure Firewall Management Center (FMC) vulnerability disclosed earlier this year. The security hole, tracked as CVE-2026-20079, is a critical authentication bypass issue that a remote, unauthenticated attacker can exploit to run malicious scripts on vulnerable devices,
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JWT Editor was shortlisted for “Best Auth & Access Control” in PortSwigger’s 2026 Burp Suite Extension Awards. This is the story of finding a silent bug inside it. Usually, when something goes wrong, your first instinct is to look at yourself. What did I do wrong? Which step did
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Overview NeoHorse-1-4B is a 4B-parameter causal language model from TokenRhythm, derived from Qwen3.5-4B and adapted through routing-guided agentic post-training for text-based agent harnesses, tool use, coding, and instruction following. Its key distinction is not a new model scale or modality, but the training process: a routing harness assigns tasks
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On 2 September my fishing app went live on Google Play in 177 countries. Version 1.0.0, after eight weeks of building in public, a lawyer-reviewed set of terms, and a paywall I had argued with myself about for a month. I had a launch banner ready. I did
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AI made the coding stage faster. That does not make the system faster. It raises the arrival rate at whatever stage comes next, and for most teams that stage is human review. Here is where the bottleneck actually went, and what to measure instead of coding speed. The number that
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No new commands to learn, just pick it up and use it By this August, our team had been writing code with AI for more than half a year. The biggest thing I noticed during this time was that our development speed went up, but code quality stayed pretty rough.
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Why Engineering Metrics Matter Every engineering organization measures something. The problem is that many teams measure the wrong things. Counting commits, pull requests, story points, or hours worked creates a distorted picture of engineering effectiveness. These measurements often reward activity rather than meaningful outcomes. High-performing organizations focus on metrics that
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Shipping ordinary software rests on a useful assumption: the artifact you test is mostly the artifact your users receive. A container image can be pinned, a database migration can be reviewed, and a feature flag can be switched off when a release goes wrong. AI features weaken that assumption because
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Providers update AI video models on their own schedule, not yours. The habits that keep a filmmaking pipeline from breaking when they do. On July 30, 2026, Runway pulled the plug on two of its own models. Gen-3 Alpha Turbo and Gen-4 Aleph were simply gone from the API. Runway’
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For a long time, I treated bugs as a list of work: close the ticket, investigate the support request, handle the incident, fix the flaky test everyone has learned to rerun. Mobile development doesn’t work without that mode. But the queue has a trap: tasks move on, while the
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Remember when ordering a taxi meant calling a dispatcher? A real person would pick up the phone, ask where you were, find an available driver, pass the request along, and sometimes even help resolve a disagreement between the driver and the passenger. Today, almost all of that work is done
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Sleep tech gives you a score. It doesn't ask what you dreamed. I connected Oura, Supabase, and a lightweight AI layer to find out if that gap is actually worth closing. The gap nobody's building for Sleep tech has split into two camps that never talk
