Tech
WHAT ARE SOME OF THE BEST PRACTICES OF DevSecOps?
Using a proactive and integrated approach to security is essential in the modern digital environment, where cybersecurity threats are always changing. Organizations are now able to integrate security into every phase of the software development lifecycle (SDLC) thanks to DevSecOps, a combination of development, security, and operations. Companies may reduce risks, improve productivity, and produce secure software by prioritizing security from the beginning.
The major DevSecOps Best Practices for establishing DevSecOps inside your organization will be covered in detail in this blog article. These procedures will enable your team to create trustworthy software products, from establishing a security culture to using automation and thorough audits. Let’s examine each technique in greater detail.
- Start Slow and Plan Well: It is essential to start slowly and plan well when implementing DevSecOps practices. This entails determining your organization’s security objectives and needs. To prioritize security measures based on potential impact and likelihood, conduct a thorough risk assessment. Create a roadmap that shows how security will be incorporated into all of the SDLC’s phases. Before scaling up to larger projects, teams can learn and improve DevSecOps processes by beginning with modest pilot projects.
- Team Member Education and Training: Investing in ongoing training programs are crucial for improving team members’ security skills. This covers the teams responsible for development, operations, and security. Encourage team members to obtain pertinent credentials and give them access to tools like security workshops, conferences, and training sessions. Team members can be empowered to stay current with the newest security practices and technology by fostering a learning atmosphere where cooperation and knowledge exchange are encouraged.
- Possess the ideal mixture of teams: An essential component of a successful DevSecOps implementation is cross-functional cooperation. Collaboration between the development, security, and operations teams must be encouraged. Create clear channels for communication and guarantee that all teams are involved from the start of the project. Support security teams in their efforts to collaborate closely with developers, offering direction and assistance across the SDLC. Early in the development process, security risks can be identified and addressed thanks to this collaborative approach.
- Establish a Security Culture: Establishing a security culture within the company is essential for putting DevSecOps best practices into practice. All team members must adopt a security-first mentality to achieve this. Regularly hold training sessions and awareness-raising activities to highlight the value of security. Individuals that place a high priority on security at work should be commended. Teams become more proactive in detecting and addressing security issues when security is valued and integrated into daily operations.
- Practice, Practise, Practise: For improving security procedures and incident response capabilities, practice and repetition are crucial. Teams can evaluate their incident response strategies and find areas for improvement by regularly conducting security drills and tabletop exercises. Teams from development, security, operations, and incident response should all participate in the drills. Review the incident response plan carefully after each drill or exercise to find any gaps or weaknesses and make the required corrections. Regular practice increases procedural knowledge, speeds up reaction times, and equips teams to manage security situations more skillfully when they arise.
- Manage Incidents: Effective incident management requires an established incident response plan. Within the organization, establish clear roles, responsibilities, and escalation processes. To reduce possible harm, security events must be reported, investigated, and resolved promptly. Conduct post-incident analyses to determine the underlying causes of incidents and put preventative measures in place to stop reoccurring problems. A proactive and strong security posture is guaranteed by continuous monitoring and process improvement of incident response procedures.
- Create Easy-to-Use, Secure Coding Techniques: Enforcing Secure Coding Techniques is Essential for Developing Secure Software. Implementing input validation, appropriate error handling, secure authentication systems, and other secure coding techniques are part of this. To guard against frequent vulnerabilities, use safe coding frameworks and libraries. Regular code reviews enable the early detection and resolution of security concerns. Organizations can lower the risk of adding vulnerabilities to their apps by including safe coding practices within the SDLC.
- Create Internal Coding and Change Management Standards: Creating internal coding and change management standards aids in maintaining security and uniformity among development teams. Establish coding standards that are in line with the security needs of your company and industry best practices. To keep track of changes and stop unauthorized alterations, implement version control and configuration management tools. To ensure adherence to coding standards and security principles, establish code review procedures. These procedures improve the quality of the code and lessen the possibility of introducing security flaws.
- Lean on Robust Audits: For evaluating the efficacy of DevSecOps practices, regular audits are crucial. To find holes and assure compliance with security standards and regulations, conduct internal and external audits. To find and fix security flaws, conduct penetration tests and vulnerability assessments. To find potential security flaws, automated code analysis methods can also be used. These audits enable proactive security enhancements and offer insightful information about the organization’s security posture.
- Test assiduously: Each phase of the SDLC should include thorough security testing. This comprises security-focused system tests, unit tests, and integration tests. To find vulnerabilities early in the development process, use automated security testing methods like static code analysis, dynamic application security testing (DAST), and interactive application security testing (IAST). Continuous security testing is used to quickly identify vulnerabilities and fix them, lowering the chance of exploits.
- Use Automation and Tools Wisely: Automation is key to the deployment of DevSecOps. Automate routine security procedures to save up time for more strategic security actions, such as compliance checks and vulnerability scanning. To make sure that security is integrated throughout the development and deployment processes, implement CI/CD pipelines with built-in security checks. Use security orchestration tools to automate security procedures and streamline incident response. Organizations may improve productivity, lessen human error, and have a constant security posture by utilizing automation and tools effectively.
In conclusion, organizations looking to create effective and secure software applications must apply DevSecOps best practices. Additionally, establishing internal coding and change management standards, creating secure coding practices, running thorough audits, and preserving consistency all help to lessen risks. Security is further improved by thorough testing and wise automation and tool use. Organizations may build a solid base for secure software development by embracing these practices.
Tech
The SoundCloud Fast Lane: Quickly Get More Plays and Followers
Do you create music and utilize SoundCloud? The reason you put your songs out there is that you want to be heard by a lot of people. Increased plays and followers’ equal success. It’s important in increasing the findability of your music and giving the impression of a strong, popular profile. The more plays you get, the higher the tendency of new listeners to actually check you out.
This is quite a big challenge for new artists. Every day, millions of songs are put online. That may make it hard to get noticed among all those people. Sometimes, using a smart service can give you a quick boost. Some term this the “SoundCloud Fast Lane.”
Why a Quick Boost Can Help
In that case, when a song has only a few plays, it usually gets passed by. They think it is probably not good, but when it has many plays, people get curious. They stop to listen to it. A fast boost of plays acts like a starting push for making your music look popular right away.
This quick push leads to what we call “social proof.” “Social proof” means that people believe things that other people enjoy. You must want to listen to that song if it has 10,000 plays. Such a thing would help in bringing to your song real, organic listeners. It can make your song appear high in the search results. It helps more real people find your music.
Choosing the Right Service
If you choose to get a boost, you have to choose wisely. You have to employ the use of a service that is safe and reliable. Search for firms that provide real-looking plays. Keep off services that deploy very fake accounts or bots. SoundCloud can spot such bad techniques from afar. If SoundCloud sees that you are faking plays, they might remove them. In the worst cases, they may actually take down your song.
One that is reputable will send them slower. These plays will be coming from accounts that appear to be natural. They should be delivered naturally over several days. This helps make the build-up seem authentic to the SoundCloud system. Always be on the lookout for a seller who has good reviews from other musicians.
How Plays Help Get Followers
More plays often directly translate to more followers. Think about what a person who has never used this before goes through. If someone sees that a song has a lot of plays and listens to it and likes it, they will hit “Follow” to hear your future music.
The number of plays helps people trust your music. The number of followers shows your long-term success. It shows you have a dedicated fan base. Having more followers is really important when trying to get recognition from music labels. It simply means that people actually do care about what you are making.
Important Things to Remember:
One fast boost is just a beginning. You can’t rely on it alone. Keep making great songs. The quality of your audio is the most important thing. If your song isn’t good, then boosted plays will not bring real fans. Listeners will listen once and then leave. You have to be active on SoundCloud, too. Reply to comments, speak with your listeners, and share your music on other social media sites.
A quick play boost is just a tool; it is there to help your good music reach more people faster. It opens the door, but your music must keep the door open. Use this fast lane to get noticed; then, let your good songs do the rest of the hard work. This is the most straightforward route to bigger success on SoundCloud.
Tech
How PCBasic Delivers High-Reliability IPC Class 3 PCBA for Automotive and Medical Devices
In automotive electronics and medical devices, reliability is not just a requirement—it is the core of product safety. This is why many engineering teams begin their search with a capable PCBA manufacturer that understands the depth of compliance, testing, and process control behind high-reliability assembly. For readers unfamiliar with surface-mount processes, this guide on SMT meaning provides essential context before exploring how PCBasic builds IPC Class 3–grade products used in mission-critical systems.
A Manufacturing Approach Designed for Zero-Tolerance Failure
IPC Class 3 represents the highest level of electronics assembly criteria: flawless solder joints, stable long-term performance, and the ability to survive extreme environmental stress. PCBasic treats Class 3 not as a special case but as a core manufacturing philosophy.
Instead of relying purely on post-inspection to achieve standards, PCBasic embeds Class 3 logic into every upstream operation—from solder paste control to machine calibration—ensuring reliability is built in, not inspected out.
Where High-Density SMT Meets Harsh-Environment Requirements
Automotive radar modules, medical monitoring systems, smart battery management boards—all share the same design trend: tighter layouts, smaller components, and increasing functional density.
PCBasic’s SMT ecosystem is tailored for these constraints:
• Ultra-fine pitch support for micro-BGAs, QFNs, CSPs
• 01005 and 0201 assembly with optical + laser alignment
• Nitrogen reflow for cleaner, stronger solder joints
• 3D SPI + AI-driven AOI defect analytics
• Real-time pick-and-place accuracy monitoring
For medical and automotive designers, this translates to improved thermal behavior, stronger solder integrity, and reduced risk of intermittent failure.
A Multi-Layer Quality Shield Built for Safety-Critical Electronics
Instead of a linear production line, PCBasic uses a layered quality-control architecture:
1. Material Verification Layer
Component traceability, MSL control, supplier validation.
2. Process-Stability Layer
Reflow curve mapping, nozzle calibration, SMT line self-diagnostics.
3. Structural Integrity Layer
SPI, AOI, X-Ray, and optical inspection at critical points.
4. Performance Validation Layer
Functional test fixtures tailor-made for each customer’s design.
This structure ensures that faults are not simply detected—they’re predicted and prevented.
Testing That Reflects Real-World Conditions
Automotive and medical electronics often face thermal cycling, vibration, and continuous operational load. PCBasic simulates these conditions through:
• Temperature-humidity combined stress testing
• Long-duration burn-in
• High-voltage and leakage tests
• Vibration and mechanical stress checks
• Electrical functional verification for each assembly revision
PCBasic’s internal testing lab allows fast iteration during EVT, DVT, and PVT stages, significantly reducing debugging cycles for engineering teams.
Traceability as a Functional Requirement, Not an Option
For both industries, traceability is essential for regulatory compliance.
PCBasic’s MES platform builds a digital identity for every PCB:
• Component lot and date code
• Machine placement records
• Reflow thermal profile
• AOI image history
• Operator and shift information
• Final inspection and packaging logs
This level of documentation allows automotive and medical clients to confidently pass audits and product certifications.
Engineering Collaboration That Reduces Risk
High-reliability electronics often evolve rapidly during R&D. PCBasic supports this with:
• Manufacturing feasibility reviews
• Reliability-driven layout suggestions
• Component lifecycle and substitution planning
• Solder-joint risk assessment
• Optimization for mass-production repeatability
The goal is simple: shorten development cycles while improving long-term product stability.
Why PCBasic Works Well for Automotive and Medical PCBA
• Built around Class 3 workflows
• Strong fine-pitch SMT capability
• Full-process traceability
• Comprehensive testing ecosystem
• ISO 13485, IATF 16949, and ISO 9001 compliance
• High-mix, engineering-driven production ideal for specialized devices
PCBasic’s smart-factory infrastructure and strict reliability mindset make it a dependable partner for demanding hardware teams worldwide.
Tech
Explained – Why Should You Migrate Databases From Oracle to SQL Server
The Oracle Database Management System (DBMS) has been the mainstay of data-driven organizations around the world for more than 40 years now. So, is it relevant to ask whether businesses should migrate databases from Oracle to SQL Server? If yes, what benefits does this activity bring to the table?
In this post, you will learn about this form of database migration as well as the process of doing so.
Taking an overall view of the current business environment, it is seen that organizations, regardless of their size and scale, are largely data-driven, with massive volumes of data being generated every day. This ecosystem requires two attributes to function well.
First, the IT infrastructure must be very cost-effective to make the investments in hardware and software worth their cost. Second, the database system must be fully secure and safe so that classified and sensitive data is not compromised. In both these cases, database migration from Oracle to SQL Server is an assurance in this regard, along with high data durability and integrity.
Let us now explore how these two factors – cost effectiveness and data durability and safety – are optimized by migrating databases from Oracle to SQL Server.
Benefits of migrating databases from Oracle to SQL Server
Benefits from technologically advanced features.
# The SQL Server is user-friendly and easy to install without any command-line configuration. The installation is seamlessly completed by a Setup Wizard, and once the process is completed, all upgrades are automatically downloaded. Comparatively, it is not so simple with Oracle, where additional drivers and applications must be downloaded first before initiating the setup.
# In SQL Server, it is possible to recover lost data in the event of a database crash or outage. This is because of the attribute of the database engine that helps to store data with queries being run via files, indexes, and transactions. Hence, when there is an issue with the database functions, it is not difficult to restore and recover lost data. This is a critical reason for organizations preferring to migrate databases from Oracle to SQL Server.
The data recovery cycle is as follows.
Before a transaction is completed in the SQL server, log records are noted on a disk. When an outage or unexpected break in operation occurs, the transactions help to maintain functional continuity and, hence, there is no break in work or downtime. When the issue is subsequently resolved, the logs restore the database from where the break occurred. This prevents any degradation or data loss from any unfortunate reason.
# Data security is another area where SQL Server steals a march over the Oracle DBMS. Here, access to the database is strictly controlled through highly effective access management programs, and classified and sensitive data is firewalled optimally. Additionally, SQL Server data is completely encrypted and protected through smart and intelligent algorithms.
While these technologically advanced features are enough to make organizations migrate databases from Oracle to SQL Server, let us check how SQL Server is also ahead as a cost-effective platform.
Benefits from cost-effective features
# A cutting-edge feature of SQL Server is data compression to the extent of 10x. Since businesses store huge amounts of data, compression frees up space for more data to be accommodated in a fixed storage volume, approximately one-tenth of what would normally be required. This, along with data consolidation and visualization of servers, leads to substantial savings for businesses.
# The SQL Server offers several versions of its database management system, thereby allowing users to opt for one that meets their requirements. They do not have to pay high license fees for top-end products that they will not use.
Let us go by an example for a clearer understanding of this point.
The SQL Server offers several versions at various price points in license fees. At the bottom is the free Express editions with very limited storage and features, but ideal for individuals and startups. Above that is the Standard edition with a low price but more features than the Express edition, just right for small and mid-sized businesses. At the top of the pile is the Enterprise edition with high license fees and cutting-edge features, making it ideal for large companies and corporations.
Businesses can start from the Express edition and work their way up to expansion without having to spend more for features that they will not use soon. In comparison, Oracle charges a flat licensing fee for storage and other features that must be paid for even if not required.
Because of this cost-effectiveness, it makes sense to migrate databases from Oracle to SQL Server.
Migrating Databases from Oracle to SQL Server
The SQL Server Migration Assistant (SSMA) for Oracle is used to ensure a seamless migration process. The Assistant reviews data and database objects, and accesses databases for migration. However, a more complex groundwork must be prepared by DBAs when SYS and SYSTEM Oracle schemas are involved, as they cannot be migrated straightaway.
There are two processes that may be followed to migrate databases from Oracle to SQL Server.
# One-shot method: Here, all systems are shut down and the whole database is migrated in one go. The reason for the downtime is to ensure that all existing data is moved and that no data generated after migration is present in the source database and not moved to the target database.
# Phased method: Here, Oracle to SQL server migration is done in two stages. First, the data is migrated without shutting down the systems. Next, all incremental data generated after the last migration run is moved from the source to the target database at pre-defined intervals.
Organizations can choose any one that matches their needs, though large corporations would not want to shut down databases as in the first method.
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