Our technical writing process: how Hackmamba ships content
The exact process Hackmamba uses to go from idea to published post. Every stage, every handoff, every tool, and how AI fits in.
Most technical writing processes break in the same places. It shows up as a brief that was never aligned, or as a draft that bounces between a writer and a reviewer four times. We know this because we lived it before we fixed it.
Now, the timeline from brief creation to client handoff takes us 10 to 14 days. Below, we document the exact technical writing workflow we use, what happens at each stage, who owns it, where AI does real work, and why we built it the way we did.
If you are evaluating whether to outsource your technical content or formalize your own writing process, this is a window into what a tight, repeatable operation looks like in practice.
TL;DR
Hackmamba follows a 4-stage technical writing process: brief creation, drafting, content marketing review, and client review. The full cycle takes 10 to 14 days. We use Boki, our content operations platform, to bring the workflow together and cut what used to be a 3-week process nearly in half. Every stage is human-in-the-loop. AI accelerates the work, but we decide what ships.
The 4 key stages of our technical writing process
Stage 1: audience analysis and brief creation (8-12 hours)
The brief is the most consequential document we produce. If it is weak, everything downstream suffers. The writer makes assumptions, the reviewer catches misalignments late, and the client ends up with articles that miss the point.
After we sign on a new client and finalize on content goals, we start with keyword research, audience analysis, and topic ideation. We use Claude skills, Perplexity,Ahrefs to conduct SERP analysis of the primary keyword and identify topic gaps in existing content. Ahrefs surfaces keyword metrics, commonly asked questions, and long-tail opportunities, which helps us to pinpoint the strongest search intent signal.
Then, we narrow down the target audience and decide the format the content needs to earn its place under that keyword. What used to take three days of manual analysis now takes 8-12 hours.
I use Claude for brief layout and content reviews, as it handles long content very well and follows complex, multi-part instructions more reliably than other models. I also use Perplexity for sources research. Ahrefs integrations with LLM models is also great to speed up keyword research. - Rocio Berardo, Growth specialist and content marketer at Hackmamba
From that research, we build the brief using our internally developed content brief templates refined through years of collective content marketing experience across devtools and SaaS products. These templates encode the decisions we keep getting right: how to frame the objective, how to document the product angle so the content ties back to a business outcome, and how to structure the SEO and AEO requirements.
A finished Hackmamba brief includes the target keywords, audience overview, search intent, an outline with the argument each section needs to make, and the success criteria for the piece.
80% of the time, our clients approve the briefs on first review because we surface product angles they had not considered.
Why this stage matters: A brief forces us to ask, "What is the purpose of this content?" Targeting keywords is great, but what matters more is what product behavior the article drives and what success looks like after reading. If you cannot answer those questions in the brief, you cannot answer them in the article.
Stage 2: drafting (5-7 days)
Approved briefs go to our expert technical writers who have actually built things, because developer audiences know when someone who has never run the code writes an article.
Our writers use the brief as the skeleton. They may use AI to support the body of the first draft, but the ultimate decision of what stays in an article remains at the discretion of a human writer. We pride ourselves on human-written and authentic content. Our writers bring fresh perspectives and technically accurate arguments, gathering facts from subject matter experts and product managers.
The draft goes through our internal design team for any supporting illustrations or workflow images the piece needs. We also run each piece through SurferSEO and Boki's LLM visibility agent to ensure we are covering the topic with the depth and breadth that search engines and AI search tools expect.
What we do not do: We never use AI drafts as the final output. Our writers bring opinionated framing and the "I have actually done this" credibility that makes technical content worth reading.
Stage 3: content marketing review (3 days)
Our content marketing review has three distinct passes, and skipping any of them creates problems that are expensive to fix later.
Grammar review
We use Boki's marketer review agent to spell-check and catch anything that may disrupt the reading experience, including sentence-level clarity issues and structural problems, with specific suggestions. Our content operations manager reviews every flag and decides what stays and what changes. Human judgment is always at the center of our technical writing workflow.
Technical review
This is the review process most content teams skip entirely or rely on an overextended engineering team to catch problems before publication. Our technical review highlights errors in code logic, flags sections that lack sufficient depth, and identifies anything that undermines the piece's technical credibility.
We use Boki's technical review agent for the first half of this review. It audits technical terms for accuracy, validates that sources back every claim, checks code behavior, and flags anywhere the piece loses coherence as a technical argument. Using Boki for technical reviews has cut our writers' back-and-forth with human content marketers by nearly 65%. Every round of revision that Boki catches before a human sees the draft is time saved on both sides.
Our content marketers now focus the editing process on what actually requires human judgment, like whether the narrative arc makes sense and whether the content would hold up under scrutiny from an experienced developer or thought leader.
They test the code. They evaluate flow, tone consistency, and whether the piece ties back to our client's goals using internally developed editing frameworks, built from years of working in the developer content space.
When I review technical articles, I'm checking across four layers. First, technical accuracy: are the claims, terminology, and any code or commands actually correct and current? Second, I check for clarity and flow: I scan for long sentences or paragraphs, repetition, filler openers, etc. Third, structure: does the piece have a clear argument or one central takeaway? Does it narrate a story? And fourth, I do a SEO check. - Rocio Berardo, Growth specialist and content marketer at Hackmamba
Editor review and proofreading
The final pass under content marketing is our technical editor. At this point, the content has undergone grammar and technical review. The editor's job is to catch anything that slipped through, including grammatical errors, sentences that don't land, and transitions that break the flow. This is the last human checkpoint before the content goes to the client.
As a technical editor, I make sure that the language is clear and concise. I also double check everything against the Hackmamba (or the client's) style guide so that the spelling, grammar, and other conventions are consistent. Finally, I proofread for any typos or errors in the piece before it goes on to the final review stage. - Stella Clymer, Technical Editor at Hackmamba
These three content marketing reviews are how we consistently deliver work that gets feedback like this:
Hackmamba creates high-quality technical and SEO content matching our editorial plan, and multiplying of our internal content production. They never miss a deadline and are proactive in suggesting new ways of optimizing the process and exceed expectations. It's exactly what we needed - Paolo Martinoli, ****DevRel at Contoso
"Start writing" is not a technical writing workflow. Every process, from idea generation to reviews, requires careful planning.
Stage 4: client review
When content leaves our review pipeline, it goes to the client through the designated Boki workspace. The client drops their comments directly on the piece and the assigned technical writer responds within 24 hours.
We ask clients to share feedback within 3 to 5 working days of receiving the article. That window keeps revision cycles from dragging into weeks. If we do not hear back, our content operations manager follows up to align on a realistic timeline.
When a technical writer addresses the feedback, our content operations manager reviews the changes. In cases where the edits touch technical claims, our content marketer steps in for a quick sign-off before we notify the client.
70% of the time, our clients approve articles on first submission because the brief did its job. But when feedback does come in, one revision cycle covers it, so neither side is managing a thread of back-and-forth comments across multiple versions. A content process that requires rounds of client revision is a sign that something upstream broke down. It is either that the brief missed the mark, the draft diverged from it, or the review process did not catch what it should have.
The full picture
The cycle between brief creation and editor review takes 10 to 14 days. Before we built this process and integrated Boki into it, the same cycle took closer to three weeks and produced more revision rounds.
| Stage | Owner | Tools | Time spent |
|---|---|---|---|
| Audience analysis and brief creation | Content manager | Boki's marketing AI agent reviews for product clarity; Claude Skills and Perplexity; internal content brief template | 8-12 hours |
| Drafting | Technical writer + design team | SurferSEO integration and Claude augment the creation process | 5-7 days |
| Grammar review | Content operations manager + Boki | Marketing agent flags sentence and clarity issues | 3-4 hours |
| Technical review | Boki + human content marketer | Boki's technical agent catches code errors, internally developed editing frameworks, Claude | 12-24 hours |
| Editor review and proofreading | Technical editor | Grammarly, Claude, internal editing checklist | 12-24 hours |
| Client review | Client | - | Subjective |
We have used the same writing process to produce content for Cloudinary, Flutterwave, Currents, and Roadmap.sh. The output is different across clients, but the system remains the same.
How to audit your technical writing workflow
Use our process as a benchmark for your own workflow. Here are the three questions you should answer with your team today.
How long does your current process take? Map out how much time your team spends on briefing, writing, and reviews. Compare that to our 10-14-day cycle above. Your time might be going into revision loops that could be caught earlier with our three-pass content marketing review process.
How do you ensure depth and accuracy? If you are using AI for drafting, a human needs to improve it with examples and technical depth. An AI draft should never be the final output. If your current review process is a single pass by a content manager who lacks niche knowledge, you are publishing content that developers will not trust.
Do you have a human-in-the-loop? AI augments a strong process, but it does not replace the human judgment that makes content credible and memorable. Your content manager should still oversee technical content operations from start to finish.
Our technical writing process supports content beyond technical articles, including technical documentation and user manuals. Adjust the stages to fit your output, and the process still holds.
What's next
If you read this far, you are either trying to fix something broken in your current content process or considering whether to hand it off entirely. Both are valid starting points.
If you want to fix it yourself, start with the audit questions above. Find the stage where time is disappearing, or quality is slipping, and fix that one thing first. If you want to hand it off, book a call with us. We will walk you through exactly how we would run your content operations and what you can expect by the end of the first 30 days.
FAQs
1, What are the stages of the technical writing process?
We follow a 4-stage process: brief creation, drafting, content marketing review, and client review. Each stage moves the next forward and contributes to our central goal of delivering quality content to our clients. The full cycle takes 10 to 14 days.
2, What is a content brief in technical writing?
A content brief is the document that provides the structure and direction needed to create an authentic article. At Hackmamba, it includes the target keyword, section structure, product angle, and the argument the piece needs to make.
3, How do you review technical content for accuracy?
We use a two-pass technical review: first through Boki's technical review agent, which catches code errors and depth issues automatically, and then through a human content marketer who evaluates the content against engineering standards, technical correctness, and narrative coherence.
4, What tools do technical writing teams use?
At Hackmamba, we built technical review and marketer review agents into Boki, our content operations platform. We also use Claude during brief creation and SurferSEO for content optimization during drafting. Our principle is that AI handles the automatable parts of our process, such as brief creation and initial review, while our content operations team makes the calls that require judgment, context, and subject-matter expertise.
