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A Practitioner-Targeted DevSecOps Evaluation Method


Success in a DevSecOps enterprise hinges on delivering worth to the tip consumer, not merely finishing intermediate steps alongside the best way. Organizations and applications typically battle to attain this as a result of a wide range of components, comparable to an absence of clear possession and accountability for the potential to ship software program, practical siloes versus built-in groups and processes, lack of efficient instruments for groups to make use of, and an absence of efficient assets for workforce members to leverage to rapidly rise up to hurry and enhance productiveness.

An absence of a central driving power may end up in siloed models inside a given group or program, fragmented determination making, and an absence of outlined key efficiency metrics. Consequently, organizations could also be hindered of their skill to ship functionality on the pace of relevance. A siloed DevSecOps infrastructure, the place disjointed environments are intertwined to kind a whole pipeline, causes builders to expend vital effort to construct an utility with out the assist of documentation and steering for working inside the offered platforms. Groups can’t create repeatable options within the absence of an end-to-end built-in utility supply pipeline. With out one, effectivity suffers, and pointless practices bathroom down the complete course of.

Step one in reaching the worth DevSecOps can convey is to know what it’s: “a socio-technical system made up of a set of each software program instruments and processes. It isn’t a computer-based system to be constructed or acquired; it’s a mindset that depends on outlined processes for the speedy improvement, fielding, and operations of software program and software-based methods using automation the place possible to attain the specified throughput of growing, fielding, and sustaining new product options and capabilities.” DevSecOps is thus a mindset that builds on automation the place possible.

The target of an efficient DevSecOps evaluation is to know the software program improvement course of and make suggestions for enhancements that can positively influence the worth, high quality, and pace of supply of merchandise to the tip consumer in an operationally steady and safe method. A complete evaluation of present capabilities should embrace each quantitative and qualitative approaches to gathering information and figuring out exactly the place challenges reside within the product supply course of. The scope of an evaluation should contemplate all processes which can be required to area and function a software program product as a part of the worth supply processes. The aperture by way of which a DevSecOps evaluation workforce focuses its work is wider than the instruments and processes sometimes considered the software program improvement pipeline. The evaluation should embody the broader context of the complete product supply pipeline, together with planning phases, the place functionality (or worth) wants are outlined and translated into necessities, in addition to post-deployment operational phases. This wider view permits an evaluation workforce to find out how nicely organizations ship worth.

There are a myriad of overlapping influences that may trigger dysfunction inside a DevSecOps enterprise. Wanting from the surface it may be troublesome to peel again the layers and successfully discover the main causes. This weblog focuses on methods to conduct a DevSecOps evaluation with an strategy that makes use of 4 methodologies to research an enterprise from the angle of the practitioner utilizing the instruments and processes to construct and ship priceless software program. Taking the angle of the practitioner permits the evaluation workforce to floor probably the most instantly related challenges dealing with the enterprise.

A 4-Pronged Evaluation Methodology

To border the expertise of a practitioner, a complete evaluation requires a layered strategy. This type of strategy may also help assessors collect sufficient information to know each the total scope and the precise particulars of the builders’ experiences, each constructive and unfavorable. We take a four-pronged strategy:

  1. Immersion: The evaluation workforce immerses itself into the event course of by both growing a small, consultant utility from scratch, becoming a member of an current improvement workforce, or different technique of gaining firsthand expertise and perception within the course of. Avoiding particular therapy is essential to collect real-world information, so the evaluation workforce ought to use means to turn into a “secret shopper” wherever potential. This additionally permits the evaluation workforce to determine what the true, not simply documented, course of is to ship worth.
  2. Statement: The evaluation workforce straight observes current utility improvement groups as they work to construct, check, ship, and deploy their functions to the tip customers. Observations ought to cowl as a lot of the value-delivery course of as practicable, comparable to consumer engagement, product design, dash planning, demos, retrospectives, and software program releases.
  3. Engagement: The evaluation workforce conducts interviews and targeted dialogue with improvement groups and different related stakeholders to make clear and collect context for his or her expertise and observations. Ask the practitioners to point out the evaluation workforce how they work.
  4. Benchmarking: The evaluation workforce captures accessible metrics from the enterprise and its processes and compares them with anticipated outcomes for comparable organizations.

To attain this, an evaluation workforce can use ethnographic analysis methods as described within the Luma Institute Innovating for Folks System. Interviewing, fly-on-the-wall statement, and contextual inquiry enable the evaluation workforce to look at product groups working, conduct follow-up interviews about what they noticed, and ask questions on habits and expectations that they didn’t observe. Through the use of the walk-a-mile immersion approach, the evaluation workforce can communicate firsthand to their experiences utilizing the group’s present instruments and processes.

These strategies assist make sure that the evaluation workforce understands the method by getting firsthand expertise and doesn’t overly depend on documentation or the biases of statement or engagement topics. Additionally they allow the workforce to higher perceive what they’re observing or listening to about from different practitioners and determine the facets of the worth supply course of the place enhancements are extra doubtless available.

The two Dimensions of Assessing DevSecOps Capabilities

To precisely assess DevSecOps processes, one wants each quantitative information (e.g., metrics) to pinpoint and prioritize challenges based mostly on influence and qualitative information (e.g., expertise and suggestions) to know the context and develop focused options. Whereas the evaluation methodology mentioned above supplies a repeatable strategy for accumulating the mandatory quantitative and qualitative information, it isn’t ample as a result of it doesn’t inform the assessor what information is required, what inquiries to ask, what DevSecOps capabilities are anticipated, and so on. To deal with these questions whereas assessing a corporation’s DevSecOps capabilities, the next dimensions needs to be thought-about:

  • a quantitative evaluation of a corporation’s efficiency towards educational and trade benchmarks of efficiency
  • a qualitative evaluation of a corporation’s adherence to established greatest practices of high-performing DevSecOps organizations

Inside every dimension, the evaluation workforce should have a look at a number of essential facets of the worth supply course of:

  • Worth Definition: How are consumer wants captured and translated into merchandise and options?
  • Developer Expertise: Are the instruments and processes that builders are anticipated to make use of intuitive, and do they cut back toil?
  • Platform Engineering: Are the instruments and processes nicely built-in, and are the suitable facets automated?
  • Software program Improvement Efficiency: How efficient and environment friendly are the event processes at constructing and delivering practical software program?

Since 2013, Google has printed an annual DevSecOps Analysis and Evaluation (DORA) Speed up State of DevOps Report. These experiences assemble information from hundreds of practitioners worldwide and compile them right into a complete report breaking down four-to-five key metrics to find out the general state of DevSecOps practices throughout all kinds of enterprise varieties and sectors. An evaluation workforce can use these experiences to rapidly key in on the metrics and thresholds that analysis has proven to be essential indicators of total efficiency. Along with the DORA metrics, the evaluation workforce can conduct a literature seek for different publications that present metrics associated to a selected software program architectural sample, comparable to real-time resource-constrained cyber-physical methods.

To have the ability to examine a corporation or program to trade benchmarks, such because the DORA metrics or case research, the evaluation workforce should be capable of collect organizationally consultant information that may be equated to the metrics discovered within the given benchmark or case examine. This may be executed in a mixture of the way, together with accumulating information manually because the evaluation workforce shadows the group’s builders or stitching collectively information collected from automated instruments and interviews. As soon as the information is collected, visualizations such because the determine beneath might be created to point out the place the given group or program compares to the benchmark.

From a qualitative perspective, the evaluation workforce can use the SEI’s DevSecOps Platform Impartial Mannequin (PIM), which incorporates greater than 200 necessities one would anticipate to see in a high-performing DevSecOps group. The PIM permits applications to map their present or proposed capabilities onto the set of capabilities and necessities of the PIM to make sure that the DevSecOps ecosystem into account or evaluation implements the perfect practices. For assessments, the PIM supplies the potential for applications to search out potential gaps by wanting throughout their present ecosystem and processes and mapping them to necessities that specific the extent of high quality of outcomes anticipated. The determine beneath exhibits an instance abstract output of the qualitative evaluation when it comes to the ten DevSecOps capabilities outlined inside the PIM and total maturity degree of the group below assessment. Discuss with the DevSecOps Maturity Mannequin for extra info concerning the usage of the PIM for qualitative evaluation.

Charting Your Course to DevSecOps Success

By using a multi-faceted evaluation methodology that mixes immersion, statement, engagement, and benchmarking, organizations can acquire a holistic view of their DevSecOps functionality. Leveraging benchmarks just like the DORA metrics and reference architectures just like the DevSecOps PIM supplies a structured strategy to measuring efficiency towards trade requirements and figuring out particular areas for enchancment.

Purposefully taking the angle of the practitioners tasked with utilizing the instruments and processes to ship worth helps the assessor focus their suggestions for enhancements on the areas which can be more likely to have the very best influence on the supply of worth in addition to determine these facets of the method that detract from the supply of worth.

Keep in mind, the journey in direction of a high-performing DevSecOps setting is iterative, ongoing, and targeted on delivering worth to the tip consumer. By making use of data-driven quantitative and qualitative methods in performing a two-dimensional DevSecOps evaluation, an evaluation workforce is nicely positioned to determine unbiased observations and make actionable strategic and tactical suggestions. Common assessments are important to trace progress, adapt to evolving wants, and make sure you’re persistently delivering worth to your finish customers with pace, safety, and effectivity.

Amazon launches spec-driven AI IDE, Kiro


Amazon is releasing a brand new AI IDE to rival platforms like Cursor or Windsurf. Kiro is an agentic editor that makes use of spec-driven improvement to mix “the circulate of vibe coding” with “the readability of specs.”

In line with Amazon, builders use specs for planning and readability, and so they can profit brokers in the identical manner.  

Specs in Kiro are artifacts that can be utilized at any time when a characteristic must be thought by in-depth, to refactor work that requires upfront planning, or in conditions when a developer desires to grasp the conduct of a system. 

Kiro additionally options hooks, which the corporate describes as event-driven automations that set off an agent to execute a job within the background. In line with Amazon, Kiro hooks are form of like an skilled developer catching the stuff you’ve missed or finishing boilerplate duties as you’re employed. 

The essential workflow of constructing with Kiro specs and hooks consists of 4 steps. First, Kiro unpacks necessities from a single immediate and creates person tales that embody Straightforward Method to Necessities Syntax (EARS) notation acceptance standards in order that builders can confirm that Kiro is constructing what they need. For instance, the immediate “Add a evaluate system for merchandise” would result in the creation of person tales for viewing, creating, filtering, and score evaluations. 

Subsequent, it analyzes the present codebase and spec necessities to create a design doc that features knowledge circulate diagrams, TypeScript interfaces, database schema, and API endpoints. 

Then, Kiro creates duties and sub-tasks, and sequences them based mostly on dependencies and hyperlinks every to necessities. Every job will embody particulars like unit assessments, integration assessments, loading states, cell responsiveness, and accessibility necessities for implementation.

Lastly, hooks are executed when information are saved or created, reminiscent of updating a take a look at file when a React part is saved or updating README information when API endpoints are modified.

Kiro additionally contains options like MCP help, steering guidelines for AI conduct, and an agentic chat mode. 

“Our imaginative and prescient is to unravel the elemental challenges that make constructing software program merchandise so tough—from guaranteeing design alignment throughout groups and resolving conflicting necessities, to eliminating tech debt, bringing rigor to code evaluations, and preserving institutional information when senior engineers go away. The way in which people and machines coordinate to construct software program continues to be messy and fragmented, however we’re working to alter that. Specs is a significant step in that course,” Kiro wrote in a weblog put up.

New As soon as-a-Week Shot Guarantees Life-Altering Reduction for Parkinson’s Sufferers – NanoApps Medical – Official web site


A once-a-week shot from Australian scientists might spare individuals with Parkinson’s the grind of taking capsules a number of occasions a day.

The tiny, biodegradable gel sits beneath the pores and skin and releases regular doses of two key medicines all week lengthy, aiming for steadier symptom management, fewer uncomfortable side effects, and a a lot easier routine. Early lab exams look secure and efficient, and the staff hopes to maneuver into human trials quickly.

Weekly Injectable Breakthrough for Parkinson’s

A once-a-week injection might enormously ease life for the greater than eight million individuals who dwell with Parkinson’s illness by changing the each day routine of swallowing a number of capsules.

Researchers on the College of South Australia (UniSA) have designed a long-acting shot that provides a gradual, seven-day dose of levodopa and carbidopa, the 2 fundamental medicines used to manage Parkinson’s signs.

Particulars of their work seem within the journal Drug Supply and Translational Analysis.

Biodegradable Supply System Cuts Capsule Burden

The formulation, produced from biodegradable supplies, is injected slightly below the pores and skin or into muscle. It then releases the medicine steadily for a whole week.

Parkinson’s illness is the world’s second commonest neurological situation, affecting greater than 8.5 million individuals. Though no remedy exists, tremors, stiffness, and slowed motion will be managed with oral medication that always need to be taken a number of occasions a day.

This frequent dosing will be onerous on sufferers, particularly older adults or anybody who has hassle swallowing tablets. Irregular timing of doses causes uneven drug ranges, further uncomfortable side effects, and fewer reliable reduction.

Deepa Nakmode and Sanjay Garg
The fruits of years of analysis to learn Parkinson’s sufferers: UniSA PhD candidate Deepa Nakmode and her supervisor Professor Sanjay Garg. Credit score: College of South Australia

Researchers Spotlight Life-Altering Potential

Lead researcher Professor Sanjay Garg, from UniSA’s Centre for Pharmaceutical Innovation, says the newly developed injectable might considerably enhance remedy outcomes and affected person adherence.

“Our objective was to create a formulation that simplifies remedy, improves affected person compliance, and maintains constant therapeutic ranges of medicine. This weekly injection may very well be a game-changer for Parkinson’s care,” Prof Garg says.

“Levodopa is the gold-standard remedy for Parkinson’s, however its quick life span means it have to be taken a number of occasions a day.”

Regular Week-Lengthy Launch by way of Good Polymer Gel

UniSA PhD scholar Deepa Nakmode says the in-situ implant is designed to launch each levodopa and carbidopa steadily over one week, sustaining constant plasma ranges and lowering the dangers related to fluctuating drug concentrations.

“After years of targeted analysis, it’s extremely rewarding to see our innovation in long-acting injectables for Parkinson’s illness attain this stage. Our invention has now been filed for an Australian patent,” Nakmode says.

The injectable gel combines an FDA-approved biodegradable polymer, PLGA, with Eudragit L-100, a pH-sensitive polymer, to realize a managed and sustained drug launch.

Lab Outcomes Present Excessive Launch and Security

Intensive lab exams confirmed the system’s effectiveness and security:

  • Greater than 90% of the levodopa dose and greater than 81% of the carbidopa dose had been launched over seven days.
  • The implant degraded by over 80% inside every week and confirmed no important toxicity in cell viability exams.
  • The formulation will be simply administered by way of a tremendous 22-gauge needle, minimizing discomfort and eliminating the necessity for surgical implant.

Broader Affect and Path Towards Scientific Trials

“The implications of this analysis are profound,” Prof Garg says. “By lowering the frequency of dosing from a number of occasions a day to a weekly injection is a significant step ahead in Parkinson’s remedy. We’re not simply enhancing how the drug is delivered; we’re enhancing sufferers’ lives.”

Prof Garg says the know-how may be tailored for different power situations equivalent to most cancers, diabetes, neurodegenerative issues, ache administration, and power infections that require long-term drug supply.

The system will be tuned to launch medication over a interval starting from just a few days to a number of weeks relying on therapeutic wants.

UniSA scientists hope to start out scientific trials within the close to future and are exploring commercialization alternatives.

Reference: “Improvement of an in-situ forming implant system for levodopa and carbidopa for the remedy of parkinson’s illness” by Deepa D. Nakmode, Sadikalmahdi Abdella, Yunmei Tune and Sanjay Garg, 7 June 2025, Drug Supply and Translational Analysis.
DOI: 10.1007/s13346-025-01892-y

Intel: Newest information and insights



Intel is hoping for a turnaround underneath its new CEO, Lip-BuTan.  Intel’s Q1 2025 income was $12.7 billion, flat year-over-year. Whereas its Consumer Computing Group (CCG) income dropped 8%, the Knowledge Heart and AI (DCAI) section confirmed an 8% improve, pushed by Xeon quantity.

Intel is pushing its Gaudi 3 AI accelerators and report that it’s on monitor for quantity manufacturing of its Intel 18A course of expertise within the second half of 2025, a crucial step in its try and regain manufacturing management. This 18A node will underpin future merchandise like Panther Lake CPUs, anticipated within the second  half of 2025.

The corporate is investing within the AI PC section with its Core Extremely processors, specializing in on-device AI capabilities and a broader AI In every single place technique. Intel’s technique hinges on bettering execution, driving operational efficiencies (concentrating on $17 billion in working bills for 2025, down from earlier objectives), and quickly scaling its foundry enterprise (Intel Foundry Companies – IFS) to turn out to be a serious contract producer.

Comply with this web page for the newest Intel information.

Newest information and evaluation

Intel eyes exit from NEX unit as focus shifts to core chip enterprise

Could 21, 2025: Intel could promote its Community and Edge (NEX) enterprise, marking the newest step in a broader effort to reshape the corporate underneath new CEO Lip-Bu Tan.

Shell’s immersive cooling liquids the primary to obtain official certification from Intel

Could 20, 2025: Intel has licensed Shell International Options’ immersion cooling fluids to be used in knowledge facilities. Shell’s fluids are the primary to obtain official certification from a serious chip producer.

Intel sells off majority stake in its FPGA enterprise

April 16, 2025: Intel spun off its programmable options group as a standalone FPGA firm, promoting a majority stake within the firm to a personal fairness agency. Intel is taking a reasonably hefty loss on this deal. It acquired Altera in 2015 for $16.7 billion however the cope with Silver Lake expertise investments values Altera at $8.75 billion whole, with Intel getting $4.4 billion for the sale.

An Intel-TSMC deal may reshape x86 future and enterprise chip provide chains

April 8, 2025: Intel is reportedly in superior discussions with TSMC to kind a three way partnership that would doubtlessly reshape the x86 platform and the worldwide semiconductor panorama. The transfer — initiated partly by the US authorities — marks a potential turning level for Intel,

New Intel CEO Lip-Bu Tan begins to put out expertise roadmap

April 4, 2025: On the job for 2 weeks, newly appointed Intel CEO Lip-Bu Tan gave a serious speech at a accomplice convention this week the place he stated the ailing firm must get its act collectively, and he doesnt need prospects to carry again on their criticism of Intel.

IBM Cloud speeds AI workloads with Intel Gaudi 3 accelerators

April 2, 2025: IBM Cloud is broadening its AI expertise providers with Intel Gaudi 3 AI accelerators now accessible to enterprise prospects. With Gaudi 3 accelerators, prospects can extra cost-effectively take a look at, deploy and scale enterprise AI fashions and purposes, in keeping with IBM.

Intel underneath Tan: What enterprise IT patrons have to know

March 14, 2025: Intel’s appointment of semiconductor veteran Lip-Bu Tan as CEO marks a crucial second for the corporate and its enterprise prospects. With rising competitors from AMD, Arm-based chips, and RISC-V options, Intel faces mounting strain to defend its x86 dominance.

NetBox Labs secures $35M as demand for community infrastructure administration surges



The platform’s technical basis facilities on modeling infrastructure relationships intimately. The NetBox mannequin encodes life like relationships, equivalent to an IP deal with’s provision on an interface, the place the interface is on the swap, and the place the swap sits in a rack.

As well as, NetBox Labs has expanded the core platform with complementary merchandise that deal with operational ache factors whereas leveraging the central information repository. 

NetBox Discovery supplies automated community machine and repair discovery, sustaining steady synchronization between documented infrastructure state and precise deployments. The invention engine identifies configuration drift and populates NetBox with real-world topology information, fixing the perennial downside of outdated community documentation in dynamic environments.

The NetBox Assurance know-how that builds on discovery grew to become typically accessible in April. It supplies configuration compliance and drift detection capabilities which might be turning into important for safety and operational excellence. The platform repeatedly compares supposed infrastructure state as modelled in NetBox with deployed configurations, figuring out deviations.

The market response to assurance capabilities has been significantly robust. “Most likely about 40% of the purchasers which might be coming to us as of late are shopping for Assurance,” Beevers famous.

AI infrastructure calls for drive market development

The AI infrastructure increase has created unprecedented demand for classy community administration capabilities, significantly amongst organizations deploying large-scale GPU clusters and high-performance computing environments. CoreWeave, one of many fastest-growing AI cloud suppliers, exemplifies this pattern as considered one of NetBox Labs’ largest clients.