Desk · Labs & reverse engineering

Research

Technical deep dives, reproducible tests, and tool evaluations.

Articles: 177
Topics: 20
Page: 15 / 23

Technical dossier graphic detailing Ling 3.0 Flash specifications, parameter counts, pricing metrics, and architectural components.

Ling 3.0 Flash Challenges Low-Latency AI Landscape with Radical Efficiency Architecture

Ant Group’s inclusionAI launches Ling 3.0 Flash, a 124B sparse MoE model featuring sub-100ms latency, dynamic reasoning, and ultra-cheap enterprise pricing.

Jul 28 · 6 min

Data graphic summarizing the Cursor Start India tier including its ₹649 INR monthly price, internal model routing with Composer 2.5 and Grok 4.5, and local payment features.

stableResearch Cursor Start India

Anysphere Launches 'Cursor Start' in India: Localized Pricing and In-House Models Target World's Fastest-Growing Developer Hub

Anysphere launches Cursor Start in India at ₹649/month with UPI payment support, bringing localized pricing and in-house AI models to 3M developers.

Jul 28 · 6 min

Threat dossier poster for Check Point SmartConsole CVE-2026-16232 showing CVSS 9.3 critical rating, architectural attack vectors, affected releases, and key remediation versions.

stableResearch Cve 2026 16232

CVE-2026-16232: Hardening Check Point SmartConsole Planes

Threat actors are actively exploiting CVE-2026-16232, a critical authentication bypass in Check Point SmartConsole. Learn detection IOCs and hardening steps.

Jul 28 · 6 min

Data graphic: Kerberos RC4 deprecation, with July 2026 as the date the RC4DefaultDisablementPhase registry rollback is removed, set out as a three-phase rollout: audit on January 13, AES-SHA1 0x18 default enforcement on April 14 with an override that can be set to 1 to defer, and mandatory AES in July 2026 when the override is ignored. It adds CVE-2026-20833 CVSS 5.5 Medium , the 0x18 = AES128 + AES256 target against RC4 tickets etype 23 / 0x17 , and a warning that setting 0x18 without resetting the service account's password leaves the account with no AES keys.

stableResearch Active Directory Hardening

Active Directory Hardening: Navigating Kerberos RC4 Deprecation and the July 2026 Registry Override Removal

Microsoft is deprecating legacy Kerberos RC4 encryption. Prepare your Active Directory for the July 2026 enforcement deadline and migrate to AES keys.

Jul 28 · 7 min

Infographic detailing CA/Browser Forum SC-081 TLS certificate lifespan reduction from 398 to 47 days, operational impact stats, key enforcement dates, and affected infrastructure components.

stableResearch Acme Automation

Practical Blueprint for ACME Automation: Navigating the 47-Day TLS Validity Mandate

Prepare for the CA/B Forum mandate reducing TLS validity to 47 days. Learn how to automate certificate lifecycle management with our step-by-step ACME guide.

Jul 28 · 6 min

Threat intelligence infographic detailing the Stadler Rail supplier data breach, ransomware metrics, affected CAD IP assets, and zero-knowledge remediation steps.

stableResearch Stadler Rail Cyber Breach

Blueprint for Defense: Securing Third-Party Data Exchange Portals After the Stadler Rail Breach

Learn how to secure third-party data exchange portals after the Stadler Rail breach. Discover zero-trust client-side encryption and DLP defenses for CAD IP.

Jul 28 · 6 min

Threat dossier infographic detailing CVE-2026-16812 unauthenticated command injection in Arista VeloCloud Orchestrator with CVSS 10.0 rating.

criticalResearch Cve 2026 16812

Arista VeloCloud Orchestrator Zero-Day CVE-2026-16812 Demands Active Threat Hunting and Management Isolation

Critical CVSS 10.0 zero-day CVE-2026-16812 hits Arista VeloCloud Orchestrator. Learn how to hunt for active exploits, patch versions, and isolate management…

Jul 28 · 10 min

Conceptual editorial illustration showing cloud AI infrastructure and model migration pathways.

stableResearch Enterprise Ai Pricing

Enterprise LLM Pricing Model Performance Comparison: The Economics of Model Migration

As cheaper tiers reach benchmark parity on standard corporate workloads, the migration question becomes governance and availability, not raw capability.

Jul 27 · 6 min