12 DevSecOps Tools That Make Security Part of Your Code
Security doesnât have to slow you down. These 12 free and open source tools help developers bake security into every stage of the software development lifecycleâwithout killing speed or creativity.
TechTarget explains how modern DevSecOps relies on smart, developer-friendly tools that work from the first commit to production. Tools like IriusRisk, Semgrep, Snyk, ZAP, StackHawk and others offer threat modelling, secret scanning, API testing and real-time protectionâall designed to integrate into existing workflows. Each tool is chosen for its power, flexibility and accessibility, ensuring security fits naturally into development rather than being forced on it.
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This started off as a self-indulgent boss x employee little smut fic - wherein the boss just propositions the employee one day - but went a completely different direction.
Summary: Estrella Marsh has worked for Kizru Vit, CEO and owner of Storybound Publishing House, for five years. For most of that time, she has harbored a crush on him. A crush which she has, effectively, crushed down and refuses to address.
Three months after Kizru and his romantic partner separate, he propositions Estrella to - ahem - help him scratch an itch. Which, in turn, leads to a bigger proposal.
xxx
Stopping outside her bossâs office, Estrella Marsh took a deep breath and readjusted the litany of papers in her arms. An excited apprehension always came with entering Mr. Vitâs proximity. It had been five years since Estrella started working at Storybound Publishing House and her nerves had never deadened.Â
Mr. Vit had been the one to hire Estrella as his personal assistant, which was just a more PC way of saying secretary. She answered calls and emails; scheduled and reminded him of appointments; and, less commonly, often read and âred pennedâ some of the potential manuscripts looking to publish under SPHâs logo. Likely the job should have gone to an actual copy editor or something, but the boss seemed to trust Estrella with the âspecialâ option the most.
Estrella was not sure what made them particularly special, other than the fact they were written by the companyâs #1 Best Selling Romance Author, CR Onamai.
Steeling herself as she pushed the door open, she half-hoped he would be gone. It was later in the evening and, since his long-time partnerâs departure, heâd taken leaving early without notice. Keeping her head down - certainly not daring to look at the door that once connected Kizruâs office to Ryeleighâs - she trudged into the office and made a beeline for his desk.
She barely got two steps in when Mr. Vitâs voice greeted her, âHey, Red, want to help me with something?âÂ
Her head snapped up, finding Mr. Vit leaned back in his chair. His green eyes on her and his eyebrows raised in an inquisitive fashion.
The nickname he gifted her wasnât particularly imaginative, coined upon her talent for âred-penningâ manuscripts. There was no other reason for it, considering she had neither red hair nor a penchant for wearing the color.
Fighting down the heat of being seen, Estrella moved closer to his desk and placed the stack of documents down. Task complete, she stood straight and clasped her hands in front of herself. âWhat is it, Mr. Vit?âÂ
She was careful to keep the curiosity from her eyes when she looked at her boss.Â
Kizru Vit was not necessarily someone she had imagined sitting at the helm of a publishing company. If Estrella hadnât worked at the publishing company, she would have pictured the head to be someone older and bespectacled. Perhaps possessing a distinguished air. Someone no nonsense and particular.
Kizru, on the other hand, was tall and broad with a seaweed green skin tone and features that could be called sculpted or craggy, depending on his mood. His style of dress waffled between business-casual to, on predicted slow days, sweatpants and a tank top. A scar streaked down the right side of his face, turning his right eye a more milky shade of green. Despite the injury, he assured Estrella he could still see out of the eye.
His age was beginning to show in his black beard, peppered with white, and at his white-streaked temples. During her employment, the rest of his hair had subtly shifted from deep black to a lighter shade, undoubtedly becoming lighter with age.
Admittedly, he did wear glasses and at times he could be distinguished. Though thanks to how closely Estrella worked with him, the distinguished air was often undercut by his scatter-minded tendencies.
âItâs been three months since my partner left me, right?â He braced his elbow on top of the desk, leaning forward as his chin rested in his palm.
His position reminded her of a schoolkid, staring longingly at the clock as it inched closer to dismissal time. However, the reminder of his ex almost made her jolt. Ryeleigh, her bossâs ex, had been his romantic partner for longer than Estrella worked at the publishing house. Theyâd always been pleasant and kind, though professionally distant. Something Kizru could have taken notes on when Ryeleigh was present.
Further, they had always been one of the reasons Estrella had clamped down on the fond thoughts of Mr. Vit, keeping her admiration from becoming more than workplace appropriate.
âYes, I believe itâs been about three months.â In an attempt to swallow the feelings that threatened to flutter through her, she gave a stoic nod.
Kizruâs green eyes watched her carefully for a long moment, fingers toying with the short beard at his chin. Estrella couldnât even imagine what he was thinking. Had Ryeleigh contacted him to renew their relationship? Was he considering getting back out into the dating world? Neither of those thoughts seemed like heâd need her input.Â
He was a grown man, capable of doing his own research or taking his own ass out on the town if he so pleased.Â
âAlright, putting all the cards on the table,â Kizru finally sighed, pressing both of his palms flat to the desk as he leaned back. She noticed how his chair slid backward as his back hit the cushion. âIâm really horny.âÂ
Her attention shot to his face, her eyes widening at the three simple words. He was horny? Heat churned through her, confused and wary. As much as she admired him, as much as he made something inside her squirm, that was not in her job description. And she wasnât about to let it become entangled in her professional affairs.
With her eyebrows furrowing and her lips twisting into a frown, she replied, âYou have two hands. Use those.âÂ
âBelieve me, I have been. Itâs an itch that needs another person to scratch.â Kizru groaned, throwing his head back and staring at the ceiling again. He didnât even have the decency to be flushed at his ridiculous request, Estrella noticed.Â
âMr. Vit, this is sexual harassment,â she sighed, her tone a hard warning. He shouldnât need this reminder. These words alone could ruin him. Only the fact she liked him and felt grateful for this position really saved him from the scandal.
As expected, he nodded and turned his gaze to her. âI know.âÂ
âThen why ask me that!â It was more of an exclamation than a question on her part. She was glad she had already deposited the papers to his desk, otherwise they would have been thrown into flight. While not the first time he had spoken openly - unprofessionally - in front of her, this was by far the worst heâd been. Had the break-up really affected him so badly?
He gave a single shoulder shrug, too lackadaisical in Estrellaâs opinion. An infuriatingly light grin tilted at his lips. âYou didnât say no right away.âÂ
âAnd I didnât say yes,â she snapped back, trying to convince herself the heat on her cheeks was ruddy anger rather than mortification. Or something worse. âYou could get in a lot of trouble for this.âÂ
âYeah, I know.â Kizru gave another careless shrug that made Estrella want to slap the everloving shit out of him.
âYou are risking your career, your livelihood to scratch an itch, Mr. Vit.â It was only by the godsâ grace that Estrella managed to say the words at her regular decibel, albeit in a ferociously clipped tone. She put her hands on her hips, scowling at her boss. Something in his smile twitched a little wider and, not for the first time, Estrella felt like an old-time schoolmarm being sassed by a precocious adolescent.
Which honestly should not have been the case, given the fact he was older than her. But she had always been an âold soul,â as her mother said. Of course, Estrella later realized that was just a more polite way of calling her stodgy.Â
Kizru shrugged as if he didnât care about the problems his proposal could cause as he got to his feet. Her mind raced, one question rotating around her thoughts. How could he not care? All the while, part of her watched as Kizru moved out from behind the desk, closing the distance between the two of them.
âAre you having one of those mid-life âoh no my partner left me so Iâm going to make destructive life choicesâ moments?â The words would have had greater impact had Estrella not backed away from her boss with his every step forward. She couldnât risk Kizru getting closer to her. The heat on her cheeks and the pounding in her chest were already distracting enough. Just catching the whiff of his cologne made her knees wobble.
He paused, looping his thumbs into the pockets of his pants as he regarded Estrella. She could only imagine what he saw. A frumpy woman, dressed in her usual black slacks and white blouse and grey cardigan. Dark brown hair so threaded with grey, it was becoming a lighter, dustier, color. She barely resisted the urge to bashfully push her glasses up higher on her nose.
Did he think sheâd be an easy lay? Was that why he was breaching the legally allowable parameters of their employer-employee relationship? Estrella tried to let that thought fuel her anger, but a hidden part of her knew it wasnât exactly incorrect. She had, in her moments of weakness, fantasized about that very breach of conduct herself.Â
As if hearing her thoughts, a crooked grin parted his lips, making her insides burn. That particular smile always brought her attention to his tusks, often filed down to nubs. Since the separation, she thought he may have eased off on the ritual, but it was hard to tell.
âMaybe I am being self-destructive or maybe Iâm just horny and decided to shoot my⌠shot with you, Red.âÂ
Estrella narrowed her eyes at him again, somehow feeling the other word he had hanging on his tongue. His smile twitched, a spark of mischief dancing in his green eyes. Shoot his load with her, indeed.Â
âLook, you'll be all within your rights to go to HR about this. You can walk out that door now and I wonât stop you.â He raised his hands, palms facing Estrella in a non-threatening motion. She had to bite her tongue to keep from ogling his forearms, the sleeves of his button-up shoved to his elbow. This situation was not one where she should gawp at her boss. She should be offended and disgusted, on her way to HR right that moment.Â
When his next words registered in her head, it froze her thoughts. âBut I can smell the arousal on you. I have for a while. Just figured, what with me being single now and the opportunityâŚâÂ
Cold shot through Estrella, making the heat on her cheeks burn all the worse. Her wide eyes pinned him with a wild look. âHow long?âÂ
âExcuse me?â Her tone of voice caused him to pause from creeping closer, cocking his head to the side a little. There was a little spark of amusement in his eye, an odd smile barely quirking his lips at the corners. Somehow, he was taking her words down an inappropriate line of thought.Â
Estrella swallowed, forcing her tone to come out calm rather than frantic. âHow long have you been able to smell arousal on me?âÂ
She had smashed her feelings the moment she met Kizru with his partner at the holiday party, five years ago. She had shoved them so far down, they were flatter than a pancake. There was no way he could have known. Estrella didnât even allow herself to dally on her⌠appreciation of him for too long. A wall had been built!
âOh!â Whatever Kizru had been thinking had apparently been wrong. The wry grin faded a little as his eyebrows quirked. âIâm not sure. I guess I just didnât take too much notice of it until Ryeleigh left me?âÂ
Well, that was a little bit of a relief. Her shoulders eased, admitting that arousing attraction was different from whatever else threatened to stir in her chest. Kizru was attractive and nice. The occasional daydream was natural.
Still, Estrella glanced at the exit, uncertain what to do. He was circling behind her and her heart wasnât truly looking for an escape. Hells, her mind wasnât even telling her to move. Being propositioned by her boss wasnât unappealing.Â
âLast chance to leave, Red, before IâŚâÂ
Once again, his words roused her from her frenetic thoughts. Her attention snapped back to his face, hating how wide her eyes were as she stumbled back from his approach. âBefore you what?âÂ
Kizru teeth flashed in a broader smile, taking another step closer. âBefore I stop restraining myself.âÂ
x x x
I've written a little bit more to this, but it's only available on my Patreon.
ByteByteGo nails another "a picture is worth a thousand words" infographic. This one highlights some key differences between traditional SDLC, DevOps and emerging NoOps.
In a traditional software development, code, build, test, release and monitoring are siloed functions. Each stage works independently and hands over to the next stage.
DevOps, on the other hand, encourages continuous development and collaboration between developers and operations. This shortens the overall life cycle and provides continuous software delivery.
NoOps is a newer concept with the development of serverless computing. Since we can architect the system using FaaS (Function-as-a-Service) and BaaS (Backend-as-a-Service), the cloud service providers can take care of most operations tasks. The developers can focus on feature development and automate operations tasks.
NoOps is a pragmatic and effective methodology for startups or smaller-scale applications, which moves shortens the SDLC even more than DevOps.
(via EP90: How do SQL Joins Work? - ByteByteGo Newsletter)
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A clear guide to software development â what it is, the software development lifecycle (SDLC), Agile vs Waterfall approaches, key roles, and why building software well matters to every organization.
The AI-native engineering philosophy has expanded from four steps to eight
The short answer: Yes. Think of an AI workflow like a sandwichâthe model is the workhorse filling, and weâre the bread, providing framing and taste.
Ideate â brainstorm â plan â work â review â polish â compound â repeat
Play to your strengths. Kieranâs compound engineering framework breaks the engineering workflow into four steps: Plan, work, review, and compound. AI takes care of the doing phase. âLLMs are very good at just following steps, doing deep work, working for hours or days, even now,â Kieran says. Whatâs left for flesh-and-blood humans are the steps before and afterâthe planning, where you frame the problem, and review, where you determine whether the output feels right (the bread!).
Humans can identify multiple solutions to the same problemâAI struggles at this. If your knee hurts, you could take Advil, stretch your IT band, or stop running on hard surfaces. Humans are good at diagnosing a problem from many different angles, an exercise agents struggle with, Dan says.
Taste is the final layer of bread. Once AI has done the work, the most important thing you can do is judge whether the output approaches the vision in your head. Does the output feel rightâand if not, how can you reframe the problem until the AI produces something that does? This is what separates art, which has a point of view, from generic slop.
Balancing the Code Ledger: Strategic Management of Technical Debt
Technical debt is an unavoidable byproduct of shipping software. Understanding when to borrow against your codebase and when to pay it back determines whether a product scales or stalls in the long term.